CN107025372B - System and method for measuring information processing capacity of passenger of special vehicle - Google Patents

System and method for measuring information processing capacity of passenger of special vehicle Download PDF

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CN107025372B
CN107025372B CN201710135920.8A CN201710135920A CN107025372B CN 107025372 B CN107025372 B CN 107025372B CN 201710135920 A CN201710135920 A CN 201710135920A CN 107025372 B CN107025372 B CN 107025372B
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刘维平
傅斌贺
刘西侠
解芳
金毅
聂俊峰
张征
杨波
赵凯旋
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Academy of Armored Forces Engineering of PLA
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Abstract

特种车辆乘员信息处理能力测定系统及方法,包括测定系统参数设置子系统、乘员信息处理能力测量子系统和乘员信息处理能力水平综合判定子系统。其中乘员信息处理能力测量子系统包括视觉分辨反应测量模块、视觉选择反应测量模块、数字信息记忆测量模块、位置顺序记忆测量模块和理解加工记忆测量模块;乘员信息处理能力水平综合判定子系统包括乘员信息处理数据计算模块和乘员信息处理能力水平判定模块。其目的在于提供一种可快速、准确地处理视觉分辨反应时、视觉选择反应时、数字信息记忆广度、位置顺序记忆广度和理解加工记忆错误率,得出被测人员信息处理能力指标综合值,得出被测人员信息处理能力等级的特种车辆乘员信息处理能力测定系统及方法。

The system and method for measuring the occupant information processing ability of a special vehicle include a measurement system parameter setting subsystem, an occupant information processing ability measurement subsystem, and an occupant information processing ability level comprehensive judgment subsystem. Among them, the occupant information processing ability measurement subsystem includes visual discrimination response measurement module, visual choice response measurement module, digital information memory measurement module, position sequence memory measurement module and comprehension processing memory measurement module; occupant information processing ability level comprehensive judgment subsystem includes occupant An information processing data calculation module and a passenger information processing ability level determination module. Its purpose is to provide a method that can quickly and accurately process visual discrimination response time, visual selection response time, digital information memory span, position sequence memory span and comprehension processing memory error rate, and obtain the comprehensive value of the information processing ability index of the tested personnel. A special vehicle occupant information processing ability measurement system and method for obtaining the information processing ability level of the tested personnel.

Description

特种车辆乘员信息处理能力测定系统及方法System and method for measuring occupant information processing capability of special vehicles

技术领域technical field

本发明涉及一种特种车辆乘员信息处理能力测定系统及方法。The invention relates to a system and method for measuring the information processing ability of special vehicle occupants.

背景技术Background technique

随着特种车辆信息化水平的提升,车载信息系统作为特种车辆信息化建设的重要部分已得到广泛应用,信息化作业已成为特种车辆乘员频繁、重要的作业形式。装备信息化水平的提升使得特种车辆乘员信息化作业愈加复杂,进而使得特种车辆乘员作业形式由过去的体力型向脑力型转变,乘员作业信息监控量大,任务随机性强,操作过程复杂,知识型作业显著增加,要求乘员能够迅速、准确完成高强度、快节奏的信息化作业任务,这对乘员的信息处理能力提出了很高要求。传统的信息处理能力研究,主要采用主观评价方法进行单维度的定性分析,过于依赖专家的主观判断,个体差异对结果影响大,单一维度测定比较片面,缺少足够的定量描述,没有完善的测定标准。因此,需要一种能对特种车辆乘员的信息处理能力进行定量测量、对乘员信息处理能力特点进行科学有效判定的系统,为特种车辆乘员的选拔、针对性训练、素质考核、优化配置提供参考,进而也提高特种车辆的使用效率。但现有的可用于对被测人员的信息处理能力进行定量测量、对乘员信息处理能力特点进行判定的系统,在对测量内容的设定方面、以及对相关信息的处理等方面不尽合理,由此导致得到的结果不够准确、可靠,整个系统对信息的处理速度也比较慢。With the improvement of the informatization level of special vehicles, the on-board information system has been widely used as an important part of the informatization construction of special vehicles, and informatization operations have become frequent and important forms of operation for special vehicle occupants. The improvement of the level of equipment informatization has made the informatization operations of special vehicle occupants more complex, which in turn has transformed the operation mode of special vehicle occupants from the physical type to the mental type in the past. The number of large-scale operations has increased significantly, requiring the occupants to quickly and accurately complete high-intensity, fast-paced information-based tasks, which puts high demands on the information processing capabilities of the occupants. Traditional research on information processing capabilities mainly uses subjective evaluation methods for single-dimensional qualitative analysis, which relies too much on the subjective judgment of experts, and individual differences have a great impact on the results. The single-dimensional measurement is relatively one-sided, lacks sufficient quantitative description, and has no perfect measurement standards . Therefore, there is a need for a system that can quantitatively measure the information processing capabilities of special vehicle occupants and scientifically and effectively determine the characteristics of occupant information processing capabilities, so as to provide reference for the selection, targeted training, quality assessment, and optimal configuration of special vehicle occupants. And then also improve the use efficiency of special vehicles. However, the existing systems that can be used to quantitatively measure the information processing ability of the tested personnel and determine the characteristics of the occupant's information processing ability are not reasonable in terms of setting the measurement content and processing related information. As a result, the results obtained are not accurate and reliable enough, and the processing speed of the entire system is relatively slow.

发明内容Contents of the invention

本发明的目的在于提供一种可及时、快速、准确地处理视觉分辨反应时、视觉选择反应时、数字信息记忆广度、位置顺序记忆广度和理解加工记忆错误率,得出被测人员的信息处理能力指标综合值,得出被测人员信息处理能力所属类型和能力等级的特种车辆乘员信息处理能力测定系统及方法。The purpose of the present invention is to provide a timely, fast and accurate processing of visual resolution response time, visual selection response time, digital information memory breadth, position sequence memory breadth and comprehension processing memory error rate, and obtain the information processing of the tested personnel. The system and method for measuring the information processing ability of special vehicle occupants can be obtained from the comprehensive value of the ability index to obtain the type and ability level of the information processing ability of the tested personnel.

本发明的特种车辆乘员信息处理能力测定系统及方法能够基于五个测量模块从多个维度对被测人员的信息处理能力进行客观测定,得到一个表征被测人员信息处理能力的指标综合值,给出被测人员的信息处理能力指标综合值量化结果,并对被测人员的信息处理能力所属类型和能力等级进行判定,使得测定结果更加准确、有效,测定方法更加科学、可靠,为特种车辆乘员的人员选拔、针对性训练、素质考核、优化配置提供参考,进而也提高特种车辆的使用效率。The special vehicle occupant information processing ability measurement system and method of the present invention can objectively measure the information processing ability of the measured personnel from multiple dimensions based on five measurement modules, and obtain an index comprehensive value representing the information processing ability of the measured personnel, giving The quantitative results of the comprehensive value of the information processing ability index of the tested personnel are obtained, and the type and ability level of the information processing ability of the tested personnel are judged, so that the measurement results are more accurate and effective, and the measurement method is more scientific and reliable. Provide references for personnel selection, targeted training, quality assessment, and optimized configuration, thereby improving the use efficiency of special vehicles.

本发明一种特种车辆乘员信息处理能力测定系统,包括:The present invention is a special vehicle occupant information processing capability measurement system, comprising:

测定系统参数设置子系统,用于对乘员信息处理能力测量子系统的测量参数进行设置;The measurement system parameter setting subsystem is used to set the measurement parameters of the occupant information processing capability measurement subsystem;

乘员信息处理能力测量子系统,用于测量被测人员的信息处理能力;Passenger information processing capability measurement subsystem, used to measure the information processing capability of the tested personnel;

乘员信息处理能力水平综合判定子系统,用于计算被测人员的信息处理能力指标综合值,判定被测人员信息处理能力水平;The comprehensive determination subsystem of the occupant's information processing ability level is used to calculate the comprehensive value of the information processing ability index of the tested personnel and determine the information processing ability level of the tested personnel;

所述乘员信息处理能力测量子系统,包括视觉分辨反应测量模块、视觉选择反应测量模块、数字信息记忆测量模块、位置顺序记忆测量模块和理解加工记忆测量模块,其中视觉分辨反应测量模块用于测量和记录被测人员的视觉分辨反应时,视觉选择反应测量模块用于测量和记录被测人员的视觉选择反应时;数字信息记忆测量模块用于测量和记录被测人员的数字信息记忆广度,位置顺序记忆测量模块用于测量和记录被测人员的位置顺序记忆广度,理解加工记忆测量模块用于测量和记录被测人员的理解加工记忆错误率;The passenger information processing capability measurement subsystem includes a visual discrimination response measurement module, a visual choice response measurement module, a digital information memory measurement module, a position sequence memory measurement module, and an understanding processing memory measurement module, wherein the visual discrimination response measurement module is used to measure When recording the visual discrimination response of the tested personnel, the visual choice response measurement module is used to measure and record the visual selection response of the tested personnel; the digital information memory measurement module is used to measure and record the digital information memory span and position of the tested personnel The sequential memory measurement module is used to measure and record the location sequence memory span of the tested personnel, and the comprehension processing memory measurement module is used to measure and record the comprehension processing memory error rate of the tested personnel;

所述乘员信息处理能力水平综合判定子系统,包括乘员信息处理数据计算模块和乘员信息处理能力水平判定模块,其中乘员信息处理数据计算模块用于计算被测人员的信息处理能力指标综合值;乘员信息处理能力水平判定模块用于判断被测人员信息处理能力所属类型,判定被测人员信息处理能力等级;The passenger information processing capability level comprehensive determination subsystem includes a passenger information processing data calculation module and a passenger information processing capability level determination module, wherein the passenger information processing data calculation module is used to calculate the comprehensive value of the information processing capability index of the tested person; The information processing ability level judgment module is used to judge the type of the information processing ability of the tested personnel, and determine the level of the information processing ability of the tested personnel;

所述乘员信息处理数据计算模块,对所述乘员信息处理能力测量子系统中所有测量模块的测量结果进无量纲处理,其中对视觉分辨反应时进行处理时采用的无量纲化的隶属函数为:The occupant information processing data calculation module performs dimensionless processing on the measurement results of all measurement modules in the occupant information processing capability measurement subsystem, wherein the dimensionless membership function used when processing the visual discrimination response is:

其中,vi表示第i个被测人员视觉分辨反应时的实际值,K表示vi的最大值,k表示vi的最小值,pi表示第i个被测人员视觉分辨反应时的隶属度;Among them, v i represents the actual value of the i-th person's visual discrimination response, K represents the maximum value of v i , k represents the minimum value of v i , p i represents the membership of the i-th person's visual discrimination response Spend;

对视觉选择反应时进行无量纲化的隶属函数为:The dimensionless membership function when responding to visual choices is:

其中,wi表示第i个被测人员视觉选择反应时的实际值,L表示wi的最大值,l表示wi的最大值和最小值,qi表示第i个被测人员视觉选择反应时的隶属度;Among them, w i represents the actual value of the i-th person's visual choice response, L represents the maximum value of w i , l represents the maximum and minimum values of w i , and q i represents the i-th person's visual choice response degree of membership;

对数字信息记忆广度进行无量纲化的隶属函数为:The membership function of dimensionless digital information memory span is:

其中,xi表示第i个被测人员数字信息记忆广度的实际值,M表示xi的最大值,m表示xi的最小值,ri表示第i个被测人员数字信息记忆广度的隶属度;Among them, x i represents the actual value of the digital information memory span of the i-th tested person, M represents the maximum value of x i , m represents the minimum value of x i , r i represents the membership of the i-th measured person’s digital information memory span Spend;

对位置顺序记忆广度进行无量纲化的隶属函数为:The membership function for dimensionless memory span of position order is:

其中,yi表示第i个被测人员位置顺序记忆广度的实际值,N表示yi的最大值,n表示yi的最小值,si表示第i个被测人员位置顺序记忆广度的隶属度;Among them, y i represents the actual value of the i-th measured person's position sequence memory span, N represents the maximum value of y i , n represents the minimum value of y i , s i represents the membership of the i-th measured person's position sequence memory span Spend;

对理解加工记忆错误率进行无量纲化的隶属函数为:The membership function for dimensionless understanding, processing and memory error rate is:

其中,zi表示第i个被测人员理解加工记忆错误率的实际值,O表示zi的最大值,o表示zi的最小值,ti表示第i个被测人员理解加工记忆错误率的隶属度;Among them, z i represents the actual value of the error rate of the i-th person's understanding of processing memory, O represents the maximum value of z i , o represents the minimum value of z i , and t i represents the error rate of the ith person's understanding of processing memory degree of membership;

无量纲化处理后,测量结果数据被处理为0-1的隶属度,被测人员的视觉分辨反应时、视觉选择反应时、数字信息记忆广度、位置顺序记忆广度和理解加工记忆错误率的隶属度分别为F1、F2、F3、F4和F5,统一为隶属度越大越好,将被测人员各个量化指标的隶属度结果Fj进行加权计算,由此得到被测人员信息处理能力指标综合值F,表示被测人员信息处理能力的综合水平,被测人员信息处理能力指标综合值F越大,表示被测人员的信息处理能力越好:After dimensionless processing, the measurement result data is processed as a membership degree of 0-1, and the membership of the measured person's visual discrimination response time, visual selection response time, digital information memory span, position sequence memory span, and comprehension processing memory error rate The degree of membership is F 1 , F 2 , F 3 , F 4 and F 5 respectively, and it is unified that the greater the degree of membership, the better. The weighted calculation is performed on the membership degree results F j of each quantitative index of the measured personnel, and thus the information of the measured personnel is obtained The comprehensive value F of the processing ability index indicates the comprehensive level of the information processing ability of the tested personnel. The larger the comprehensive value F of the information processing ability index of the tested personnel, the better the information processing ability of the tested personnel:

其中αj为第j个量化指标隶属度权重,满足 where α j is the membership weight of the jth quantitative index, which satisfies and

本发明的特种车辆乘员信息处理能力测定方法,包括:The method for measuring the information processing capability of the special vehicle occupants of the present invention includes:

测量和记录被测人员的视觉分辨反应时、测量和记录被测人员的视觉选择反应时、测量和记录被测人员的数字信息记忆广度、测量和记录被测人员的位置顺序记忆广度和测量和记录被测人员的理解加工记忆错误率;Measure and record the visual discrimination response time of the tested person, measure and record the visual selection response time of the tested person, measure and record the digital information memory span of the tested person, measure and record the position sequence memory span of the tested person and measure and Record the error rate of comprehension, processing and memory of the tested personnel;

所述测量和记录被测人员的视觉分辨反应时为:让触摸屏的屏幕上随机交替显示圆形的红色或黄色或绿色的颜色分辨图,针对每个被测试人员让触摸屏屏幕上出现圆形的红色、黄色和绿色的颜色分辨图的总数不少于20个,指定红色、黄色和绿色中的一种颜色为目标颜色,其他二种颜色为非目标颜色,在触摸屏屏幕上颜色分辨图的下方设置一个分辨按键,被测人员用手指按下屏幕上的分辨按键,屏幕上的目标颜色的颜色分辨图或非目标颜色的颜色分辨图立即消失,如果不触动分辨按键,目标颜色的颜色分辨图和非目标颜色的颜色分辨图在屏幕上显示的时间为2s,当屏幕上出现目标颜色时,为计时的开始时刻,被测人员用手指按下屏幕上的颜色分辨按键时,为计时的终止时刻,当屏幕上出现非目标颜色时,不进行计时,在屏幕上出现非目标颜色时,被测人员用手指按下屏幕上的分辨按键,本次操作为无效操作;When measuring and recording the visual discrimination response of the tested personnel, it is as follows: on the screen of the touch screen, a circular red or yellow or green color discrimination map is randomly and alternately displayed, and for each tested personnel, a circular red or yellow or green color discrimination map is allowed to appear on the touch screen screen. The total number of red, yellow and green color discrimination diagrams shall not be less than 20, and one color among red, yellow and green shall be designated as the target color, and the other two colors shall be non-target colors, which shall be displayed under the color discrimination diagram on the touch screen Set a discrimination button, the person under test presses the discrimination button on the screen with his finger, and the color discrimination diagram of the target color or the color discrimination diagram of the non-target color disappears immediately on the screen. If the discrimination button is not touched, the color discrimination diagram of the target color will disappear immediately. The time for displaying the color resolution diagram of the target color and the non-target color on the screen is 2s. When the target color appears on the screen, it is the start of timing. Time, when a non-target color appears on the screen, no timing is performed, and when a non-target color appears on the screen, the person under test presses the resolution button on the screen with his finger, and this operation is invalid;

视觉分辨反应时测量开始前,让被测人员将手指放在触摸屏屏幕上的分辨按键上,双眼注视触摸屏屏幕,开始测量后,在触摸屏的屏幕上会间隔一定时间随机显示圆形的红色或黄色或绿色的颜色分辨图中的一种,当触摸屏屏幕上出现目标颜色时,要求被测人员尽快用手指按下触摸屏屏幕上的分辨按键,即可从计时器的计时得到该被测人员在此次测试中的视觉分辨反应时,当触摸屏屏幕上出现非目标颜色时,要求被测人员不要按下触摸屏屏幕上的分辨按键,可得到该被测人员在此次测试中“干扰目标分辨正确”,若被测人员分辨错误,误按分辨按键,按键后非目标颜色立即消失,完成本次操作且操作错误,该次操作无效,无效操作不计入总的颜色分辨图数量,如此操作直至完成对设定数量的颜色分辨图的分辨,将其中的被测人员对目标颜色操作的各次视觉分辨反应时统计出来,取其平均值,作为被测人员的视觉分辨反应时;Before the measurement of visual discrimination response, let the testee put his finger on the discrimination button on the touch screen screen, and stare at the touch screen screen with both eyes. After the measurement is started, a circular red or yellow color will be randomly displayed on the screen of the touch screen for a certain period of time. Or one of the green color resolution diagrams. When the target color appears on the touch screen, the person under test is required to press the resolution button on the touch screen with his finger as soon as possible, and the measured person can get the result from the timing of the timer. In the visual discrimination response in this test, when a non-target color appears on the touch screen, the testee is asked not to press the discrimination button on the touch screen, and the testee’s "discrimination of the interference target is correct" in this test can be obtained. , if the person under test makes a wrong judgment and presses the judgment button by mistake, the non-target color will disappear immediately after the button is pressed. If the operation is completed and the operation is wrong, the operation will be invalid. For the resolution of the set number of color resolution diagrams, count the visual discrimination response times of the test personnel to the target color operation, and take the average value as the visual discrimination response time of the test personnel;

所述测量和记录被测人员的视觉选择反应时为:让触摸屏的屏幕上随机交替显示圆形的红色或黄色或绿色的颜色分辨图,针对每个被测试人员让触摸屏屏幕上出现圆形的红色、黄色和绿色的颜色分辨图的总数不少于20个,在触摸屏屏幕上颜色分辨图的下方设置红色分辨按键、黄色分辨按键和绿色分辨按键,对于红色的颜色分辨图,被测人员用手指按下触摸屏屏幕上的红色分辨按键时,触摸屏屏幕上的红色的颜色分辨图立即消失,对于黄色的颜色分辨图,被测人员用手指按下触摸屏屏幕上的黄色分辨按键时,触摸屏屏幕上的黄色的颜色分辨图立即消失,对于绿色的颜色分辨图,被测人员用手指按下触摸屏屏幕上的绿色分辨按键时,触摸屏屏幕上的绿色的颜色分辨图立即消失;当触摸屏屏幕上出现红色、黄色或绿色颜色分辨图时,为计时的开始时刻,被测人员用手指按下触摸屏屏幕上对应的红色分辨按键、黄色分辨按键和绿色分辨按键时,为计时的终止时刻,被测人员用按错分辨按键,该次操作为无效操作;Described measuring and recording the visual selection reaction of the tested personnel are as follows: on the screen of the touch screen, a circular red or yellow or green color resolution map is displayed alternately at random, and for each tested personnel, a circular color pattern appears on the touch screen screen. The total number of red, yellow and green color discrimination diagrams shall not be less than 20. Set red discrimination buttons, yellow discrimination buttons and green discrimination buttons below the color discrimination diagrams on the touch screen. When the finger presses the red identification button on the touch screen screen, the red color identification image on the touch screen screen disappears immediately. For the yellow color identification image, when the person under test presses the yellow identification button on the touch screen screen with a finger, the color identification image on the touch screen screen disappears immediately. The yellow color resolution graph disappears immediately. For the green color resolution graph, when the person under test presses the green resolution button on the touch screen with his finger, the green color resolution graph on the touch screen disappears immediately; when the touch screen appears red , yellow or green color discrimination graph, it is the start time of timing, when the tested personnel presses the corresponding red discrimination button, yellow discrimination button and green discrimination button on the touch screen with their fingers, it is the termination time of timing, and the measured personnel uses If you press the wrong button, the operation is invalid;

视觉选择反应时测量开始前,让被测人员将手指放在红色分辨按键、黄色分辨按键和绿色分辨按键上,双眼注视触摸屏屏幕,开始测量后,让触摸屏的屏幕上间隔一定时间随机显示圆形的红色或黄色或绿色的颜色分辨图中的一种,当屏幕上出现红色、黄色或绿色颜色分辨图时,要求被测人员用手指按下触摸屏屏幕上对应的颜色分辨按键,即可得到该被测人员在此次测试中的视觉分辨反应时,若被测人员分辨错误,误按颜色分辨按键,按键后该颜色分辨图立即消失,完成本次操作且操作错误,本次操作无效,无效操作不计入总的颜色分辨图数量,如此操作直至完成对所有的颜色分辨图的分辨,将其中的被测人员对颜色分辨图操作的各次视觉选择反应时统计出来,取其平均值,作为被测人员的视觉选择反应时;Before the measurement of the visual choice response, let the tested personnel put their fingers on the red discrimination button, yellow discrimination button and green discrimination button, and keep their eyes on the touch screen. After starting the measurement, let the touch screen randomly display circular One of the red, yellow or green color discrimination diagrams, when the red, yellow or green color discrimination diagram appears on the screen, the tester is required to press the corresponding color discrimination button on the touch screen with his finger to get the When the testee responds to the visual discrimination in this test, if the testee makes a wrong judgment and presses the color discrimination button by mistake, the color discrimination map will disappear immediately after the button is pressed, and the operation is completed and the operation is wrong. This operation is invalid and invalid The operation is not counted into the total number of color resolution diagrams. This operation is performed until the resolution of all color resolution diagrams is completed, and the test personnel’s reaction to each visual selection of the operation of the color resolution diagram is counted, and the average value is taken. As a visual choice response of the person being tested;

所述测量和记录被测人员的数字信息记忆广度为:让触摸屏的屏幕中央随机呈现单个的阿拉伯数字,单个数字呈现时间为300ms,每个数字出现的时间间隔为300ms,要求被测试人员按照顺序记忆所呈现的数字序列,多个数字组成的数字序列呈现完毕后,立即让触摸屏的屏幕下方弹出输入框,要求被测试人员在输入框内依次输入所呈现的数字,所输入数字的内容和顺序都与呈现的数字序列相吻合,然后点击确认按键,即完成一次操作数字信息记忆广度测量,若完全吻合记为本次操作正确,反之则错误;The measurement and recording of the digital information memory span of the tested personnel is as follows: let the screen center of the touch screen randomly present a single Arabic numeral, the single numeral presentation time is 300ms, and the time interval between the appearance of each numeral is 300ms, and the tested personnel are required to follow the sequence Memorize the sequence of numbers presented. After the sequence of numbers consisting of multiple numbers is presented, an input box pops up at the bottom of the touch screen immediately, and the testee is required to input the numbers presented in turn in the input box, the content and order of the numbers entered. All coincide with the presented digital sequence, and then click the confirm button to complete the measurement of the digital information memory span of an operation. If it is completely matched, it will be recorded as correct for this operation, otherwise it will be wrong;

数字信息记忆广度测量所需记忆的数字位数越多,测量难度越大,第一次操作数字信息记忆广度测量从5位阿拉伯数字开始测量,对5个阿拉伯数字的数字序列进行3次测量,然后每次测量都增加1个阿拉伯数字的数量,每增加1个数字都进行3次测量,直至递增至12位数字;The more digits that need to be memorized in the measurement of digital information memory span, the more difficult the measurement is. The measurement of digital information memory span in the first operation starts with 5 digits of Arabic numerals, and the numerical sequence of 5 Arabic numerals is measured 3 times. Then increase the number of Arabic numerals for each measurement, and measure 3 times for each additional number until it increases to 12 digits;

所述测量和记录被测人员的位置顺序记忆广度为:让触摸屏的屏幕上会呈现一个横边5个方框、竖边3个方框、总计15个方框组成的表格,让这15个方框内每间隔一定时间随机交替呈现一个彩色的圆形图案,圆形图案呈现500ms后消失,相邻出现的圆形图案时间间隔为600ms,同一次测试中已经呈现过圆形图案方框内不再重复出现圆形图案;The memory span of the position sequence of the described measurement and recording of the tested personnel is: a form with 5 square frames on the horizontal side, 3 square boxes on the vertical side, and a total of 15 square boxes will be presented on the screen of the touch screen. A colored circular pattern is randomly and alternately presented in the box at regular intervals. The circular pattern disappears after 500ms, and the time interval between adjacent circular patterns is 600ms. The circular pattern has already appeared in the same test. The circular pattern no longer repeats;

被测试人员要记住圆形图案出现的位置和顺序,在圆形图案呈现完毕后,被测试人员按照圆形图案出现的顺序依次点击方格,所输入圆形图案的位置和次序都与出现时吻合,若完全吻合记为本次操作正确,反之则错误;The testees should remember the position and order of the circular patterns. After the circular patterns are presented, the testees click on the squares in the order in which the circular patterns appear. When it matches, if it matches completely, it is recorded as correct for this operation, otherwise it is wrong;

在被测试人员按照圆形图案出现的顺序依次点击方格时,点中的方格内会出现圆形图案,没有点击确定按键前,再次重复点击该方格则会让圆形图案消失,被测试人员可以利用此法对已输入圆形图案位置进行修改,但每次只能修改最后一次输入的圆形图案。完成圆形图案位置的输入后,点击确定按键进入下一次操作;When the testee clicks the squares in the order in which the circular patterns appear, a circular pattern will appear in the clicked square. Before clicking the OK button, clicking the square again will make the circular pattern disappear. Testers can use this method to modify the position of the input circular pattern, but each time they can only modify the last input circular pattern. After completing the input of the position of the circular pattern, click the OK button to enter the next operation;

位置顺序记忆广度所需记忆的圆形图案个数越多,记忆难度越大,第一次操作位置顺序记忆广度测量从3个圆形图案开始测量,对3个圆形图案进行3次测量,然后每次测量都增加测量时出现的圆形图案的数量,每次增加一个圆形图案都进行3次测量,直至递增至8个圆形图案;The more the number of circular patterns required to be memorized for the position sequence memory span, the more difficult it is to memorize. The measurement of the position sequence memory span for the first operation starts with 3 circular patterns, and the 3 circular patterns are measured 3 times. Then each measurement increases the number of circular patterns that appear during the measurement, and each time a circular pattern is added, three measurements are performed until it increases to 8 circular patterns;

所述测量和记录被测人员的理解加工记忆错误率为:让触摸屏的屏幕上呈现与特种车辆乘员处理作业相关的语句,语句呈现时间为3s,让被测试人员大声朗读该语句,同时记住每一个语句的最后一个双字词,语句消失后弹出“正确”与“错误”两个按键,让被测试人员迅速判断句意是否通顺,判断时间限定为3s,两个语句构成一组语句,在一组语句呈现完毕后,屏幕下方会弹出输入框,被测人员依据屏幕上出现语句的顺序在输入框输入记住的双字词,然后点击确定按键,进行下一次操作,被测人员对语句是否通顺的判断和对最后一个双字词的复现都对应正确,测量结果记为正确,若其中语句通顺判断或双字词复现出现错误则结果记为错误;如此重复进行10组语句的测量,并根据10组语句的测量结果计算理解加工记忆错误率;Described measuring and recording the error rate of understanding, processing and memory of the tested personnel: let the sentences related to the special vehicle occupant's handling operation be presented on the screen of the touch screen, and the statement presentation time is 3s, and the tested personnel are allowed to read the sentences aloud while remembering The last two-character word of each sentence, after the sentence disappears, two buttons "correct" and "wrong" will pop up, allowing the testee to quickly judge whether the meaning of the sentence is smooth or not. The judgment time is limited to 3s. The two sentences form a set of sentences. After a set of sentences is presented, an input box will pop up at the bottom of the screen. The person under test enters the memorized two-character word in the input box according to the order of the sentences appearing on the screen, and then clicks the OK button to perform the next operation. The judgment of whether the sentence is smooth or not and the recurrence of the last two-character word are both correct, and the measurement result is recorded as correct. If there is an error in the judgment of the smoothness of the sentence or the recurrence of the two-character word, the result is recorded as an error; repeat 10 groups of sentences in this way and calculate the error rate of comprehension, processing and memory according to the measurement results of 10 groups of sentences;

对被测人员的视觉分辨反应时、被测人员的视觉选择反应时、被测人员的数字信息记忆广度、被测人员的位置顺序记忆广度和被测人员的理解加工记忆错误率的测量结果进无量纲处理,其中对视觉分辨反应时进行处理时采用的无量纲化的隶属函数为:The measurement results of the testee's visual discrimination response time, the testee's visual choice response time, the testee's digital information memory span, the testee's position sequence memory span and the testee's comprehension processing memory error rate were analyzed. Dimensionless processing, wherein the dimensionless membership function used when processing the visual discrimination response is:

其中,vi表示第i个被测人员视觉分辨反应时的实际值,K表示vi的最大值,k表示vi的最小值,pi表示第i个被测人员视觉分辨反应时的隶属度;Among them, v i represents the actual value of the i-th person's visual discrimination response, K represents the maximum value of v i , k represents the minimum value of v i , p i represents the membership of the i-th person's visual discrimination response Spend;

对视觉选择反应时进行无量纲化的隶属函数为:The dimensionless membership function when responding to visual choices is:

其中,wi表示第i个被测人员视觉选择反应时的实际值,L表示wi的最大值,l表示wi的最大值和最小值,qi表示第i个被测人员视觉选择反应时的隶属度;Among them, w i represents the actual value of the i-th person's visual choice response, L represents the maximum value of w i , l represents the maximum and minimum values of w i , and q i represents the i-th person's visual choice response degree of membership;

对数字信息记忆广度进行无量纲化的隶属函数为:The membership function of dimensionless digital information memory span is:

其中,xi表示第i个被测人员数字信息记忆广度的实际值,M表示xi的最大值,m表示xi的最小值,ri表示第i个被测人员数字信息记忆广度的隶属度;Among them, x i represents the actual value of the digital information memory span of the i-th tested person, M represents the maximum value of x i , m represents the minimum value of x i , r i represents the membership of the i-th measured person’s digital information memory span Spend;

对位置顺序记忆广度进行无量纲化的隶属函数为:The membership function for dimensionless memory span of position order is:

其中,yi表示第i个被测人员位置顺序记忆广度的实际值,N表示yi的最大值,n表示yi的最小值,si表示第i个被测人员位置顺序记忆广度的隶属度;Among them, y i represents the actual value of the i-th measured person's position sequence memory span, N represents the maximum value of y i , n represents the minimum value of y i , s i represents the membership of the i-th measured person's position sequence memory span Spend;

对理解加工记忆错误率进行无量纲化的隶属函数为:The membership function for dimensionless understanding, processing and memory error rate is:

其中,zi表示第i个被测人员理解加工记忆错误率的实际值,O表示zi的最大值,o表示zi的最小值,ti表示第i个被测人员理解加工记忆错误率的隶属度;Among them, z i represents the actual value of the error rate of the i-th person's understanding of processing memory, O represents the maximum value of z i , o represents the minimum value of z i , and t i represents the error rate of the ith person's understanding of processing memory degree of membership;

无量纲化处理后,测量结果数据被处理为0-1的隶属度,被测人员的视觉分辨反应时、视觉选择反应时、数字信息记忆广度、位置顺序记忆广度和理解加工记忆错误率的隶属度分别为F1、F2、F3、F4和F5,统一为隶属度越大越好,将被测人员各个量化指标的隶属度结果Fj进行加权计算,由此得到被测人员信息处理能力指标综合值F,表示被测人员信息处理能力的综合水平,被测人员信息处理能力指标综合值F越大,表示被测人员的信息处理能力越好:After dimensionless processing, the measurement result data is processed as a membership degree of 0-1, and the membership of the measured person's visual discrimination response time, visual selection response time, digital information memory span, position sequence memory span, and comprehension processing memory error rate The degree of membership is F 1 , F 2 , F 3 , F 4 and F 5 respectively, and it is unified that the greater the degree of membership, the better. The weighted calculation is performed on the membership degree results F j of each quantitative index of the measured personnel, and thus the information of the measured personnel is obtained The comprehensive value F of the processing ability index indicates the comprehensive level of the information processing ability of the tested personnel. The larger the comprehensive value F of the information processing ability index of the tested personnel, the better the information processing ability of the tested personnel:

其中αj为第j个量化指标隶属度权重,满足 where α j is the membership weight of the jth quantitative index, which satisfies and

进一步的,判断被测人员信息处理能力所属类型,首先判断被测人员的任意一个测量结果隶属度Fj是否小于0.7,若判断结果为“否”,说明被测人员各个测量结果隶属度均大于等于0.7,被测人员信息处理能力所属类型为“全能型”B1;若判断结果为“是”,继续判断(F1+F2)/2与(F3+F4+F5)/3两者之间的差值是否大于0.2,若判断结果为“否”,说明被测人员的反应能力和记忆能力相近,被测人员信息处理能力所属类型为“一般型”B4;若判断结果为“是”,继续判断(F1+F2)/2与(F3+F4+F5)/3两者之间相对大小,其中若(F1+F2)/2>(F3+F4+F5)/3,说明被测人员反应能力更好,被测人员信息处理能力所属类型为“反应型”B2,反之则说明被测人员记忆能力更好,被测人员信息处理能力所属类型为“记忆型”B3,最后根据上述判断过程,输出所属类型B。Further, to judge the type of the information processing ability of the tested person, firstly judge whether the membership degree F j of any measurement result of the tested person is less than 0.7, if the judgment result is "No", it means that the membership degree of each measurement result of the tested person is greater than equal to 0.7, the type of information processing ability of the tested person is "all-round" B 1 ; if the judgment result is "Yes", continue to judge (F 1 +F 2 )/2 and (F 3 +F 4 +F 5 )/ 3 Whether the difference between the two is greater than 0.2, if the judgment result is "No", it means that the response ability and memory ability of the tested person are similar, and the type of the tested person's information processing ability belongs to the "general type" B 4 ; if judged The result is "Yes", continue to judge the relative size between (F 1 +F 2 )/2 and (F 3 +F 4 +F 5 )/3, if (F 1 +F 2 )/2>( F 3 +F 4 +F 5 )/3, indicating that the respondent ability of the tested person is better, and the type of the information processing ability of the tested person is "reactive type" B 2 , otherwise, it means that the tested person has a better memory ability, and the tested person The type of personnel information processing ability belongs to "memory type" B 3 , and finally according to the above judgment process, the output belongs to type B.

进一步的,按照信息处理能力指标综合值和信息处理能力所属类型将被测人员信息处理能力等级分成“1级”H1、“2级”H2和“3级”H3三类,对乘员信息处理能力指标综合值F和所属类型B进行判断,首先判断乘员的信息处理能力所属类型是否为“全能型”B1,若判断结果为“是”,继续判断乘员信息处理能力指标综合值是否大于0.8,若判断结果为“是”,则乘员信息处理能力等级为“1级”H1;若在所属类型为“全能型”B1的基础上乘员信息处理能力指标综合值不大于0.8,则乘员信息处理能力等级为“2级”H2;若乘员信息处理能力所属类型不是“全能型”B1,则继续判断乘员信息处理能力指标综合值F是否大于0.6,若判断结果为“是”,则乘员信息处理能力等级为“2级”H2;若判断结果为“否”,则乘员信息处理能力等级为“3级”H3。最后根据上述判断过程,输出能力等级H。Further, according to the comprehensive value of the information processing ability index and the type of information processing ability, the information processing ability level of the tested personnel is divided into three categories: "Level 1 " H1, "Level 2" H2 and "Level 3" H3. Judging by the integrated value F of the information processing ability index and the type B to which it belongs, first judge whether the type of the information processing ability of the occupant belongs to the "all-round type" B 1 , if the judgment result is "Yes", continue to judge whether the integrated value of the information processing ability index of the occupant is If it is greater than 0.8, if the judgment result is "Yes", the occupant information processing capability level is "Level 1 " H 1 ; Then the level of occupant information processing ability is "level 2" H 2 ; if the type of occupant information processing ability is not "all-round" B 1 , continue to judge whether the comprehensive value of occupant information processing ability index F is greater than 0.6, if the judgment result is "Yes ”, the occupant information processing capability level is “level 2” H 2 ; if the judgment result is “No”, the occupant information processing capability level is “level 3” H 3 . Finally, according to the above judging process, the capability level H is output.

进一步的,判断结果包括被测人员的测量结果、隶属度计算结果和被测人员信息处理能力指标综合值、被测人员信息处理能力所属类型和能力等级,以及根据被测人员的测量结果、隶属度计算结果和被测人员信息处理能力指标综合值、被测人员信息处理能力所属类型和能力等级得到的被测人员信息处理能力可视化结果;所述可视化结果采用“蜘蛛图”表示法,以中心点为原点,以五个隶属度计算结果为五个轴,在每一个轴上取对应指标的隶属度为比例长度,标记出五个轴上各个隶属度的长度终点,连接各个终点形成一个多边形,多边形面积的大小反映了乘员总的信息处理能力的大小,各个轴的长度表示各个测量结果的隶属度,多边形中心标注乘员信息处理能力的指标综合值F、所属类型B和能力等级H。Further, the judgment result includes the measurement result of the tested person, the calculation result of the degree of membership, the comprehensive value of the information processing ability index of the tested person, the type and ability level of the tested person's information processing ability, and according to the measured person's measurement result, membership The visualization results of the information processing ability of the tested personnel obtained from the degree calculation results, the comprehensive value of the information processing ability index of the tested personnel, the type and ability level of the information processing ability of the tested personnel; The point is the origin, and the calculation results of the five membership degrees are used as the five axes, and the membership degree of the corresponding index is taken as the proportional length on each axis, and the end points of the lengths of each membership degree on the five axes are marked, and each end point is connected to form a polygon , the size of the polygon area reflects the size of the occupant's total information processing capability, the length of each axis represents the degree of membership of each measurement result, and the center of the polygon marks the occupant's information processing capability index comprehensive value F, belonging type B and capability level H.

本发明的特种车辆乘员信息处理能力测定系统及方法的有益效果如下:The beneficial effects of the special vehicle occupant information processing capability measurement system and method of the present invention are as follows:

(1)本发明的特种车辆乘员信息处理能力测定系统可及时、快速、准确地处理视觉分辨反应时、视觉选择反应时、数字信息记忆广度、位置顺序记忆广度和理解加工记忆错误率,计算被测人员的信息处理能力指标综合值,判定被测人员信息处理能力等级。(1) The special vehicle occupant information processing capability measurement system of the present invention can timely, quickly and accurately process visual discrimination response time, visual selection response time, digital information memory span, position sequence memory span and comprehension processing memory error rate, and the calculation is performed The comprehensive value of the information processing ability index of the test personnel is used to determine the level of the information processing ability of the test personnel.

(2)本发明提供一种乘员信息处理能力测量子系统,针对乘员在五个测量模块中进行的操作,可以自动测量和记录乘员的操作反应时和错误次数等量化指标,从视觉分辨反应时、视觉选择反应时、数字信息记忆广度、位置顺序记忆广度和理解加工记忆错误率五个方面对乘员的信息处理能力进行多维度测定,克服了传统单一指标测定不够准确、全面的缺点。(2) The present invention provides a passenger information processing capability measurement subsystem, which can automatically measure and record quantitative indicators such as the passenger's operation reaction time and the number of errors for the operation performed by the passenger in the five measurement modules, and visually distinguish the reaction time , visual choice response time, digital information memory span, location sequence memory span, and comprehension processing memory error rate to measure the occupant's information processing ability in multiple dimensions, overcoming the inaccurate and comprehensive shortcomings of the traditional single index measurement.

(3)本发明提供一种乘员信息处理能力水平综合判定子系统,通过对乘员信息处理量化指标数据的计算得到信息处理能力指标综合值的量化结果,能够判断乘员信息处理能力的所属类型,判定乘员信息处理能力等级,可以对乘员的信息处理能力水平进行客观判定。(3) The present invention provides a comprehensive judging subsystem of the occupant information processing ability level. By calculating the occupant information processing quantitative index data, the quantitative result of the comprehensive value of the information processing ability index can be obtained, and the type of occupant information processing ability can be judged. The information processing ability level of the occupant can objectively judge the information processing ability level of the occupant.

(4)本发明提供一种乘员信息处理能力测定系统,在乘员完成信息处理能力测量的操作后,得到乘员信息处理能力水平的多维度定量结果,克服了以往定性结果的不够清晰、明确的缺点,同时多维度的测定方法和结果能够说明不同乘员之间绩效水平产生差异的原因,对于乘员的选拔、针对性培训、优化配置具有参考价值。(4) The present invention provides a measurement system for occupant information processing ability. After the occupant completes the operation of information processing ability measurement, the multi-dimensional quantitative results of the occupant information processing ability level are obtained, which overcomes the shortcomings of the previous qualitative results that were not clear enough. , at the same time, multi-dimensional measurement methods and results can explain the reasons for the differences in performance levels among different occupants, which is of reference value for occupant selection, targeted training, and optimal configuration.

(5)采用本发明能够对乘员的信息处理能力进行多维度测定,测定结果快速、准确、有效,测定方法科学、可靠,可依据测定结果进行针对性的特种车辆乘员人员选拔,同时还能够对乘员绩效水平差异原因进行诊断,结合乘员特点优选训练科目,节省训练资源,提高训练效果,还能够依据乘员的信息处理能力所属类型和能力等级为任务分工提供参考,进而提高特种车辆使用效率。(5) The present invention can carry out multi-dimensional measurement of the information processing ability of the occupants, the measurement results are fast, accurate and effective, the measurement method is scientific and reliable, and the selection of the occupants of special vehicles can be carried out according to the measurement results. Diagnose the reasons for differences in crew performance levels, optimize training subjects based on crew characteristics, save training resources, improve training effects, and provide reference for task division based on the type and ability level of crew information processing capabilities, thereby improving the efficiency of special vehicle use.

下面结合附图对本发明的一种特种车辆乘员信息处理能力测定系统及方法作进一步详细说明。A special vehicle occupant information processing capability measurement system and method of the present invention will be further described in detail below in conjunction with the accompanying drawings.

附图说明Description of drawings

图1为本发明的特种车辆乘员信息处理能力测定系统的总结构图;Fig. 1 is the general structural diagram of special vehicle occupant information processing ability measuring system of the present invention;

图2为本发明的一个实施例的特种车辆乘员信息处理能力测定的流程框图;Fig. 2 is a block flow diagram of the determination of the information processing capability of the occupant of a special vehicle according to an embodiment of the present invention;

图3为本发明的一个实施例的测定系统参数设置子系统的操作界面布置图;Fig. 3 is the layout diagram of the operation interface of the measurement system parameter setting subsystem of an embodiment of the present invention;

图4a为本发明的一个实施例的乘员信息处理能力水平判定模块判断乘员信息处理能力所属类型的工作流程图;Fig. 4a is a working flow chart of judging the type of occupant information processing ability by the occupant information processing capability level judging module according to an embodiment of the present invention;

图4b为本发明的一个实施例的乘员信息处理能力水平判定模块判断乘员信息处理能力等级的工作流程图;Fig. 4b is a working flow chart of judging the occupant information processing ability level by the occupant information processing ability level judging module according to an embodiment of the present invention;

图5为本发明的一个实施例的乘员信息处理能力水平综合判定子系统显示界面布置图;Fig. 5 is a layout diagram of the display interface of the comprehensive judging subsystem of the occupant information processing ability level according to an embodiment of the present invention;

图6为本发明的特种车辆乘员信息处理能力测定系统的视觉分辨反应时的操作界面布置图;Fig. 6 is the operation interface layout diagram of the special vehicle occupant information processing ability measurement system of the present invention when visually distinguishing and responding;

图7为本发明的特种车辆乘员信息处理能力测定系统的视觉选择反应时的操作界面布置图;Fig. 7 is the layout diagram of the operation interface during the visual selection response of the special vehicle occupant information processing ability measurement system of the present invention;

图8为本发明的特种车辆乘员信息处理能力测定系统的数字信息记忆广度的操作界面布置图;Fig. 8 is an operation interface layout diagram of the digital information memory span of the special vehicle occupant information processing capability measurement system of the present invention;

图9为本发明的特种车辆乘员信息处理能力测定系统的位置顺序记忆广度的操作界面布置图;Fig. 9 is an operation interface layout diagram of the position sequence memory span of the special vehicle occupant information processing capability measurement system of the present invention;

图10为本发明的特种车辆乘员信息处理能力测定系统的理解加工记忆错误率的操作界面布置图;Fig. 10 is an operation interface layout diagram of understanding, processing and memory error rate of the special vehicle occupant information processing capability measurement system of the present invention;

图11为乘员B信息处理能力可视化结果的“蜘蛛图”;Figure 11 is the "spider diagram" of the visualization result of the information processing ability of passenger B;

图12为乘员D信息处理能力可视化结果的“蜘蛛图”;Figure 12 is the "spider diagram" of the visualization result of the information processing ability of the occupant D;

图13为乘员E信息处理能力可视化结果的“蜘蛛图”;Figure 13 is the "spider diagram" of the visualization result of the information processing ability of the occupant E;

图14为乘员F信息处理能力可视化结果的“蜘蛛图”。Figure 14 is the "spider diagram" of the visualization results of the information processing ability of the occupant F.

具体实施方式Detailed ways

如图1所示,根据本发明的特种车辆乘员信息处理能力测定系统,包括测定系统参数设置子系统、乘员信息处理能力测量子系统和乘员信息处理能力水平综合判定子系统三个部分。其中乘员信息处理能力测量子系统包括视觉分辨反应测量模块、视觉选择反应测量模块、数字信息记忆测量模块、位置顺序记忆测量模块和理解加工记忆测量模块;乘员信息处理能力水平综合判定子系统包括乘员信息处理数据计算模块和乘员信息处理能力水平判定模块。As shown in Fig. 1, the special vehicle occupant information processing ability measurement system according to the present invention includes three parts: a measurement system parameter setting subsystem, an occupant information processing ability measurement subsystem and an occupant information processing ability level comprehensive judgment subsystem. Among them, the occupant information processing ability measurement subsystem includes visual discrimination response measurement module, visual choice response measurement module, digital information memory measurement module, position sequence memory measurement module and comprehension processing memory measurement module; occupant information processing ability level comprehensive judgment subsystem includes occupant An information processing data calculation module and a passenger information processing ability level determination module.

如图2所示,本发明的特种车辆乘员信息处理能力测定系统可通过以下步骤完成乘员信息处理能力的测定:As shown in Figure 2, the special vehicle occupant information processing capability measurement system of the present invention can complete the measurement of occupant information processing capability through the following steps:

步骤1:测定系统参数设置Step 1: Determination system parameter settings

信息化水平的提升,使得特种车辆乘员作业形式已由过去的体力型向脑力型转变,乘员作业信息监控量大,任务随机性强,操作过程复杂,知识型作业成分显著增加。基于特种车辆乘员作业的特点,本发明利用五个方面的测量指标,即视觉分辨反应时、视觉选择反应时、数字信息记忆广度、位置顺序记忆广度和理解加工记忆错误率,作为乘员信息处理能力多维度测定的量化指标。The improvement of the level of informatization has transformed the operation form of special vehicle crew from the previous physical type to the mental type. The crew's operation information monitoring is large, the task is random, the operation process is complicated, and the knowledge-based operation component has increased significantly. Based on the characteristics of special vehicle occupant operations, the present invention uses five measurement indicators, namely, visual resolution response time, visual selection response time, digital information memory span, position sequence memory span, and comprehension processing memory error rate, as the occupant information processing ability Quantitative indicators for multidimensional determination.

根据确定好的乘员信息处理能力量化指标,设置测定系统的参数。如图3所示,对于每一项测量模块,独立进行针对性的参数设置,这些参数包括:试验次(组)数、信息的呈现时间、两次信息出现的间隔时间、任务难度范围等。参数设置完成后,点击“确定”按键,进入乘员信息处理能力测量子系统。Set the parameters of the measurement system according to the determined quantitative index of the occupant information processing capability. As shown in Figure 3, for each measurement module, specific parameter settings are independently performed, including: the number of trials (groups), the presentation time of information, the interval between two information appearances, and the range of task difficulty. After the parameter setting is completed, click the "OK" button to enter the occupant information processing capability measurement subsystem.

步骤2:乘员信息处理能力测量Step 2: Crew Information Processing Capability Measurement

在完成测定系统参数设置后,进入乘员信息处理能力测量子系统进行信息处理能力量化指标的测量,其中根据量化指标的确定,乘员信息处理能力测量子系统包括五个模块,即视觉分辨反应测量模块、视觉选择反应测量模块、数字信息记忆测量模块、位置顺序记忆测量模块和理解加工记忆测量模块。子系统自动记录和计算视觉分辨反应时、视觉选择反应时、数字信息记忆广度、位置顺序记忆广度和理解加工记忆错误率五个量化指标数据,从五个方面对乘员的信息处理能力进行多维度测定。After completing the parameter setting of the measurement system, enter the occupant information processing ability measurement subsystem to measure the quantitative index of information processing ability. According to the determination of the quantitative index, the occupant information processing ability measurement subsystem includes five modules, namely the visual discrimination response measurement module , Visual choice response measurement module, digital information memory measurement module, position sequence memory measurement module and comprehension processing memory measurement module. The subsystem automatically records and calculates the five quantitative index data of visual discrimination reaction time, visual choice reaction time, digital information memory span, position sequence memory span, and comprehension processing memory error rate, and conducts multi-dimensional information processing capabilities of occupants from five aspects Determination.

反应时是指从感受器官接受刺激到效应器做出反应的时间间隔。视觉分辨反应时是指人在多个刺激中仅对特定刺激做出反应的时间,视觉选择反应时是指人在多个刺激中对每一个刺激都做出相应反应的时间。反应时越短,表示反应越迅速,反应能力越好。Response time is the time interval from when the receptor receives a stimulus to when the effector responds. Visual discrimination response time refers to the time when a person responds to only a specific stimulus among multiple stimuli, and visual selection response time refers to the time when a person responds to each stimulus among multiple stimuli. The shorter the response time, the faster the response and the better the response ability.

数字信息记忆广度表示人在短时间内记忆数字信息的容量大小,位置顺序记忆广度是指刺激按固定顺序呈现一系列位置后,人能够按照原顺序再现位置顺序系列的长度。理解加工记忆是一种对信息进行暂时加工和贮存的容量有限的记忆系统,可以采用理解加工记忆错误率进行考察。对记忆广度的考察一般采用贾克布斯记忆广度法,研究记忆材料呈现一次后能够记忆最大量的方法。乘员被迅速呈现某个刺激项目,刺激消失后立即表达刺激内容,能够度量乘员正确记忆的项目个数。刺激项目逐步增加长度,记忆的难度也逐渐增大。其计分方法为:每种刺激长度出现m次,每一次完全记住得1/m分,m一般取3-5,通过n个长度的全部刺激,记分为n分,直到某个数目的刺激全部错误为止。记忆广度值越大,表示记忆的容量越大,记忆能力越好。理解加工记忆错误率为错误响应组数与总试验组数的比值,错误率越小,理解加工记忆能力越好。Digital information memory span refers to the capacity of people to memorize digital information in a short period of time, and position sequence memory span refers to the length of a person's ability to reproduce the sequence of positions in the original order after the stimulus presents a series of positions in a fixed order. Comprehension processing memory is a memory system with limited capacity for temporary processing and storage of information, and the error rate of comprehension processing memory can be used to investigate. The investigation of the memory span generally adopts the Jacobs memory span method to study the method that can memorize the largest amount after the memory material is presented once. The occupant is presented with a stimulus item quickly, and the stimulus content is expressed immediately after the stimulus disappears, and the number of items correctly remembered by the occupant can be measured. Stimulus items gradually increase in length, and the difficulty of memory also increases gradually. The scoring method is as follows: each stimulus length appears m times, and each time it is fully remembered, 1/m points are scored. Generally, m is 3-5. After passing through all stimuli of n lengths, the score is n points, until a certain number of Stimulus until all errors. The larger the memory span value, the larger the memory capacity and the better the memory ability. The error rate of comprehension, processing and memory is the ratio of the number of wrong response groups to the total number of test groups. The smaller the error rate, the better the ability of comprehension, processing and memory.

如图6所示,所述测量和记录被测人员的视觉分辨反应时为:让触摸屏的屏幕上随机交替显示圆形的红色或黄色或绿色的颜色分辨图,针对每个被测试人员让触摸屏屏幕上出现圆形的红色、黄色和绿色的颜色分辨图的总数不少于20个,指定红色、黄色和绿色中的一种颜色为目标颜色,其他二种颜色为非目标颜色,在触摸屏屏幕上颜色分辨图的下方设置一个分辨按键,被测人员用手指按下屏幕上的分辨按键,屏幕上的目标颜色的颜色分辨图或非目标颜色的颜色分辨图立即消失,如果不触动分辨按键,目标颜色的颜色分辨图和非目标颜色的颜色分辨图在屏幕上显示的时间为2s,当屏幕上出现目标颜色时,为计时的开始时刻,被测人员用手指按下屏幕上的颜色分辨按键时,为计时的终止时刻,当屏幕上出现非目标颜色时,不进行计时,在屏幕上出现非目标颜色时,被测人员用手指按下屏幕上的分辨按键,本次操作为无效操作;As shown in Figure 6, when measuring and recording the visual discrimination response of the tested personnel, it is as follows: on the screen of the touch screen, a circular red or yellow or green color discrimination figure is displayed alternately at random, and for each tested personnel, the touch screen is allowed to There are no less than 20 circular red, yellow and green color discrimination images on the screen, and one color among red, yellow and green is designated as the target color, and the other two colors are non-target colors. A discrimination button is set under the upper color discrimination diagram. The person under test presses the discrimination button on the screen with his finger, and the color discrimination diagram of the target color or the color discrimination diagram of the non-target color on the screen disappears immediately. If the discrimination button is not touched, The color resolution graph of the target color and the color resolution graph of the non-target color are displayed on the screen for 2 seconds. When the target color appears on the screen, it is the start of timing. The person under test presses the color resolution button on the screen with his finger , it is the end time of the timing. When the non-target color appears on the screen, the timing will not be carried out. When the non-target color appears on the screen, the person under test presses the distinguishing button on the screen with his finger, and this operation is an invalid operation;

视觉分辨反应时测量开始前,让被测人员将手指放在触摸屏屏幕上的分辨按键上,双眼注视触摸屏屏幕,开始测量后,在触摸屏的屏幕上会间隔一定时间随机显示圆形的红色或黄色或绿色的颜色分辨图中的一种,当触摸屏屏幕上出现目标颜色时,要求被测人员尽快用手指按下触摸屏屏幕上的分辨按键,即可从计时器的计时得到该被测人员在此次测试中的视觉分辨反应时,当触摸屏屏幕上出现非目标颜色时,要求被测人员不要按下触摸屏屏幕上的分辨按键,可得到该被测人员在此次测试中“干扰目标分辨正确”,若被测人员分辨错误,误按分辨按键,按键后非目标颜色立即消失,完成本次操作且操作错误,该次操作无效,无效操作不计入总的颜色分辨图数量,如此操作直至完成对设定数量的颜色分辨图的分辨,将其中的被测人员对目标颜色操作的各次视觉分辨反应时统计出来,取其平均值,作为被测人员的视觉分辨反应时;Before the measurement of visual discrimination response, let the testee put his finger on the discrimination button on the touch screen screen, and stare at the touch screen screen with both eyes. After the measurement is started, a circular red or yellow color will be randomly displayed on the screen of the touch screen for a certain period of time. Or one of the green color resolution diagrams. When the target color appears on the touch screen, the person under test is required to press the resolution button on the touch screen with his finger as soon as possible, and the measured person can get the result from the timing of the timer. In the visual discrimination response in this test, when a non-target color appears on the touch screen, the testee is asked not to press the discrimination button on the touch screen, and the testee’s "discrimination of the interference target is correct" in this test can be obtained. , if the person under test makes a wrong judgment and presses the judgment button by mistake, the non-target color will disappear immediately after the button is pressed. If the operation is completed and the operation is wrong, the operation will be invalid. For the resolution of the set number of color resolution diagrams, count the visual discrimination response times of the test personnel to the target color operation, and take the average value as the visual discrimination response time of the test personnel;

如图7所示,所述测量和记录被测人员的视觉选择反应时为:让触摸屏的屏幕上随机交替显示圆形的红色或黄色或绿色的颜色分辨图,针对每个被测试人员让触摸屏屏幕上出现圆形的红色、黄色和绿色的颜色分辨图的总数不少于20个,在触摸屏屏幕上颜色分辨图的下方设置红色分辨按键、黄色分辨按键和绿色分辨按键,对于红色的颜色分辨图,被测人员用手指按下触摸屏屏幕上的红色分辨按键时,触摸屏屏幕上的红色的颜色分辨图立即消失,对于黄色的颜色分辨图,被测人员用手指按下触摸屏屏幕上的黄色分辨按键时,触摸屏屏幕上的黄色的颜色分辨图立即消失,对于绿色的颜色分辨图,被测人员用手指按下触摸屏屏幕上的绿色分辨按键时,触摸屏屏幕上的绿色的颜色分辨图立即消失;当触摸屏屏幕上出现红色、黄色或绿色颜色分辨图时,为计时的开始时刻,被测人员用手指按下触摸屏屏幕上对应的红色分辨按键、黄色分辨按键和绿色分辨按键时,为计时的终止时刻,被测人员用按错分辨按键,该次操作为无效操作;As shown in Figure 7, when measuring and recording the visual selection reaction of the tested personnel, it is as follows: on the screen of the touch screen, a circular red or yellow or green color discrimination map is alternately displayed at random, and for each tested personnel, the touch screen is allowed to There are no less than 20 circular red, yellow and green color discrimination diagrams appearing on the screen. Set red discrimination buttons, yellow discrimination buttons and green discrimination buttons below the color discrimination diagrams on the touch screen screen. For red color discrimination As shown in the figure, when the person under test presses the red identification button on the touch screen with his finger, the red color identification image on the touch screen disappears immediately. For the yellow color identification image, the person under test presses the yellow identification button on the touch screen When the button is pressed, the yellow color resolution diagram on the touch screen disappears immediately. For the green color resolution diagram, when the person under test presses the green resolution button on the touch screen with a finger, the green color resolution diagram on the touch screen disappears immediately; When the red, yellow or green color discrimination picture appears on the touch screen screen, it is the start time of the timing. When the tested personnel press the corresponding red discrimination button, yellow discrimination button and green discrimination button on the touch screen screen with their fingers, it is the termination of the timing. At this time, if the person under test presses the wrong key, the operation is invalid;

视觉选择反应时测量开始前,让被测人员将手指放在红色分辨按键、黄色分辨按键和绿色分辨按键上,双眼注视触摸屏屏幕,开始测量后,让触摸屏的屏幕上间隔一定时间随机显示圆形的红色或黄色或绿色的颜色分辨图中的一种,当屏幕上出现红色、黄色或绿色颜色分辨图时,要求被测人员用手指按下触摸屏屏幕上对应的颜色分辨按键,即可得到该被测人员在此次测试中的视觉分辨反应时,若被测人员分辨错误,误按颜色分辨按键,按键后该颜色分辨图立即消失,完成本次操作且操作错误,本次操作无效,无效操作不计入总的颜色分辨图数量,如此操作直至完成对所有的颜色分辨图的分辨,将其中的被测人员对颜色分辨图操作的各次视觉选择反应时统计出来,取其平均值,作为被测人员的视觉选择反应时;Before the measurement of the visual choice response, let the tested personnel put their fingers on the red discrimination button, yellow discrimination button and green discrimination button, and keep their eyes on the touch screen. After starting the measurement, let the touch screen randomly display circular One of the red, yellow or green color discrimination diagrams, when the red, yellow or green color discrimination diagram appears on the screen, the tester is required to press the corresponding color discrimination button on the touch screen with his finger to get the When the testee responds to the visual discrimination in this test, if the testee makes a wrong judgment and presses the color discrimination button by mistake, the color discrimination map will disappear immediately after the button is pressed, and the operation is completed and the operation is wrong. This operation is invalid and invalid The operation is not counted into the total number of color resolution diagrams. This operation is performed until the resolution of all color resolution diagrams is completed, and the test personnel’s reaction to each visual selection of the operation of the color resolution diagram is counted, and the average value is taken. As a visual choice response of the person being tested;

如图8所示,所述测量和记录被测人员的数字信息记忆广度为:让触摸屏的屏幕中央随机呈现单个的阿拉伯数字,单个数字呈现时间为300ms,每个数字出现的时间间隔为300ms,要求被测试人员按照顺序记忆所呈现的数字序列,多个数字组成的数字序列呈现完毕后,立即让触摸屏的屏幕下方弹出输入框,要求被测试人员在输入框内依次输入所呈现的数字,所输入数字的内容和顺序都与呈现的数字序列相吻合,然后点击确认按键,即完成一次操作数字信息记忆广度测量,若完全吻合记为本次操作正确,反之则错误;As shown in Figure 8, the measurement and recording of the digital information memory span of the tested person is as follows: let the center of the screen of the touch screen randomly present a single Arabic numeral, the presentation time of a single numeral is 300ms, and the time interval between the appearance of each numeral is 300ms, The testees are required to memorize the sequence of numbers presented in order. After the sequence of numbers composed of multiple numbers is presented, an input box pops up at the bottom of the touch screen immediately, and the testees are required to input the presented numbers in sequence in the input box. The content and order of the input numbers are consistent with the displayed number sequence, and then click the confirmation button to complete the measurement of the memory span of the digital information in one operation. If it is completely matched, it will be recorded as correct for this operation, otherwise it will be wrong;

数字信息记忆广度测量所需记忆的数字位数越多,测量难度越大,第一次操作数字信息记忆广度测量从5位阿拉伯数字开始测量,对5个阿拉伯数字的数字序列进行3次测量,然后每次测量都增加1个阿拉伯数字的数量,每增加1个数字都进行3次测量,直至递增至12位数字;The more digits that need to be memorized in the measurement of digital information memory span, the more difficult the measurement is. The measurement of digital information memory span in the first operation starts with 5 digits of Arabic numerals, and the numerical sequence of 5 Arabic numerals is measured 3 times. Then increase the number of Arabic numerals for each measurement, and measure 3 times for each additional number until it increases to 12 digits;

如图9所示,所述测量和记录被测人员的位置顺序记忆广度为:让触摸屏的屏幕上会呈现一个横边5个方框、竖边3个方框、总计15个方框组成的表格,让这15个方框内每间隔一定时间随机交替呈现一个彩色的圆形图案,圆形图案呈现500ms后消失,相邻出现的圆形图案时间间隔为600ms,同一次测试中已经呈现过圆形图案方框内不再重复出现圆形图案;As shown in Figure 9 , the measurement and recording of the measured person's position order memory span is as follows: on the screen of the touch screen, a frame consisting of 5 horizontal frames, 3 vertical frames, and a total of 15 frames can be presented. Table, let these 15 squares randomly alternately present a colored circular pattern at regular intervals, the circular pattern disappears after 500ms, and the time interval between adjacent circular patterns is 600ms, which has already been presented in the same test The circular pattern will no longer appear repeatedly in the circular pattern box;

被测试人员要记住圆形图案出现的位置和顺序,在圆形图案呈现完毕后,被测试人员按照圆形图案出现的顺序依次点击方格,所输入圆形图案的位置和次序都与出现时吻合,若完全吻合记为本次操作正确,反之则错误;The testees should remember the position and order of the circular patterns. After the circular patterns are presented, the testees click on the squares in the order in which the circular patterns appear. When it matches, if it matches completely, it is recorded as correct for this operation, otherwise it is wrong;

在被测试人员按照圆形图案出现的顺序依次点击方格时,点中的方格内会出现圆形图案,没有点击确定按键前,再次重复点击该方格则会让圆形图案消失,被测试人员可以利用此法对已输入圆形图案位置进行修改,但每次只能修改最后一次输入的圆形图案。完成圆形图案位置的输入后,点击确定按键进入下一次操作;When the testee clicks the squares in the order in which the circular patterns appear, a circular pattern will appear in the clicked square. Before clicking the OK button, clicking the square again will make the circular pattern disappear. Testers can use this method to modify the position of the input circular pattern, but each time they can only modify the last input circular pattern. After completing the input of the position of the circular pattern, click the OK button to enter the next operation;

位置顺序记忆广度所需记忆的圆形图案个数越多,记忆难度越大,第一次操作位置顺序记忆广度测量从3个圆形图案开始测量,对3个圆形图案进行3次测量,然后每次测量都增加测量时出现的圆形图案的数量,每次增加一个圆形图案都进行3次测量,直至递增至8个圆形图案;The more the number of circular patterns required to be memorized for the position sequence memory span, the more difficult it is to memorize. The measurement of the position sequence memory span for the first operation starts with 3 circular patterns, and the 3 circular patterns are measured 3 times. Then each measurement increases the number of circular patterns that appear during the measurement, and each time a circular pattern is added, three measurements are performed until it increases to 8 circular patterns;

如图10所示,所述测量和记录被测人员的理解加工记忆错误率为:让触摸屏的屏幕上呈现与特种车辆乘员处理作业相关的语句,语句呈现时间为3s,让被测试人员大声朗读该语句,同时记住每一个语句的最后一个双字词,语句消失后弹出“正确”与“错误”两个按键,让被测试人员迅速判断句意是否通顺,判断时间限定为3s,两个语句构成一组语句,在一组语句呈现完毕后,屏幕下方会弹出输入框,被测人员依据屏幕上出现语句的顺序在输入框输入记住的双字词,然后点击确定按键,进行下一次操作,被测人员对语句是否通顺的判断和对最后一个双字词的复现都对应正确,测量结果记为正确,若其中语句通顺判断或双字词复现出现错误则结果记为错误;如此重复进行10组语句的测量,并根据10组语句的测量结果计算理解加工记忆错误率;As shown in Figure 10, the error rate of the understanding, processing and memory of the measured and recorded personnel under test is as follows: on the screen of the touch screen, sentences related to the special vehicle occupant's processing operation are presented, and the sentence presentation time is 3s, and the personnel under test are allowed to read aloud For this sentence, remember the last two-character word of each sentence at the same time. After the sentence disappears, two buttons "correct" and "wrong" will pop up, allowing the testee to quickly judge whether the meaning of the sentence is smooth. The judgment time is limited to 3s. The sentences constitute a group of sentences. After a group of sentences is presented, an input box will pop up at the bottom of the screen. The testee enters the memorized two-character words in the input box according to the order of the sentences appearing on the screen, and then clicks the OK button to proceed to the next test. Operation, the testee’s judgment on whether the sentence is fluent and the recurrence of the last two-character word are all correspondingly correct, and the measurement result is recorded as correct. If there is an error in the judgment of the fluent sentence or the recurrence of the two-character word, the result is recorded as an error; Repeat the measurement of 10 groups of sentences in this way, and calculate the error rate of comprehension, processing and memory according to the measurement results of 10 groups of sentences;

对被测人员的视觉分辨反应时、被测人员的视觉选择反应时、被测人员的数字信息记忆广度、被测人员的位置顺序记忆广度和被测人员的理解加工记忆错误率的测量结果进无量纲处理,其中对视觉分辨反应时进行处理时采用的无量纲化的隶属函数为:The measurement results of the testee's visual discrimination response time, the testee's visual choice response time, the testee's digital information memory span, the testee's position sequence memory span and the testee's comprehension processing memory error rate were analyzed. Dimensionless processing, wherein the dimensionless membership function used when processing the visual discrimination response is:

其中,vi表示第i个被测人员视觉分辨反应时的实际值,K表示vi的最大值,k表示vi的最小值,pi表示第i个被测人员视觉分辨反应时的隶属度;Among them, v i represents the actual value of the i-th person's visual discrimination response, K represents the maximum value of v i , k represents the minimum value of v i , p i represents the membership of the i-th person's visual discrimination response Spend;

对视觉选择反应时进行无量纲化的隶属函数为:The dimensionless membership function when responding to visual choices is:

其中,wi表示第i个被测人员视觉选择反应时的实际值,L表示wi的最大值,l表示wi的最大值和最小值,qi表示第i个被测人员视觉选择反应时的隶属度;Among them, w i represents the actual value of the i-th person's visual choice response, L represents the maximum value of w i , l represents the maximum and minimum values of w i , and q i represents the i-th person's visual choice response degree of membership;

对数字信息记忆广度进行无量纲化的隶属函数为:The membership function of dimensionless digital information memory span is:

其中,xi表示第i个被测人员数字信息记忆广度的实际值,M表示xi的最大值,m表示xi的最小值,ri表示第i个被测人员数字信息记忆广度的隶属度;Among them, x i represents the actual value of the digital information memory span of the i-th tested person, M represents the maximum value of x i , m represents the minimum value of x i , r i represents the membership of the i-th measured person’s digital information memory span Spend;

对位置顺序记忆广度进行无量纲化的隶属函数为:The membership function for dimensionless memory span of position order is:

其中,yi表示第i个被测人员位置顺序记忆广度的实际值,N表示yi的最大值,n表示yi的最小值,si表示第i个被测人员位置顺序记忆广度的隶属度;Among them, y i represents the actual value of the i-th measured person's position sequence memory span, N represents the maximum value of y i , n represents the minimum value of y i , s i represents the membership of the i-th measured person's position sequence memory span Spend;

对理解加工记忆错误率进行无量纲化的隶属函数为:The membership function for dimensionless understanding, processing and memory error rate is:

其中,zi表示第i个被测人员理解加工记忆错误率的实际值,O表示zi的最大值,o表示zi的最小值,ti表示第i个被测人员理解加工记忆错误率的隶属度;Among them, z i represents the actual value of the error rate of the i-th person's understanding of processing memory, O represents the maximum value of z i , o represents the minimum value of z i , and t i represents the error rate of the ith person's understanding of processing memory degree of membership;

无量纲化处理后,测量结果数据被处理为0-1的隶属度,被测人员的视觉分辨反应时、视觉选择反应时、数字信息记忆广度、位置顺序记忆广度和理解加工记忆错误率的隶属度分别为F1、F2、F3、F4和F5,统一为隶属度越大越好,将被测人员各个量化指标的隶属度结果Fj进行加权计算,由此得到被测人员信息处理能力指标综合值F,表示被测人员信息处理能力的综合水平,被测人员信息处理能力指标综合值F越大,表示被测人员的信息处理能力越好:After dimensionless processing, the measurement result data is processed as a membership degree of 0-1, and the membership of the measured person's visual discrimination response time, visual selection response time, digital information memory span, position sequence memory span, and comprehension processing memory error rate The degree of membership is F 1 , F 2 , F 3 , F 4 and F 5 respectively, and it is unified that the greater the degree of membership, the better. The weighted calculation is performed on the membership degree results F j of each quantitative index of the measured personnel, and thus the information of the measured personnel is obtained The comprehensive value F of the processing ability index indicates the comprehensive level of the information processing ability of the tested personnel. The larger the comprehensive value F of the information processing ability index of the tested personnel, the better the information processing ability of the tested personnel:

其中αj为第j个量化指标隶属度权重,满足 where α j is the membership weight of the jth quantitative index, which satisfies and

步骤3:乘员信息处理能力水平综合判定Step 3: Comprehensive judgment of occupant information processing ability level

通过乘员信息处理能力测量子系统获得量化指标数据后,乘员信息处理能力水平综合判定子系统中的乘员信息处理数据计算模块将自动进行量化指标隶属度和信息处理能力指标综合值的计算。由于不同量化指标数据之间量纲不同,其具有不可共度性,不能进行指标间的综合分析,因此应采用构造隶属函数的方法,对量化指标数据进行无量纲化处理。五个量化指标中视觉分辨反应时、视觉选择反应时和理解加工记忆错误率为“取值越小越好型”,数字信息记忆广度和位置顺序记忆广度为“取值越大越好型”,其中对视觉分辨反应时进行处理时采用的无量纲化的隶属函数为:After the quantitative index data is obtained through the occupant information processing ability measurement subsystem, the occupant information processing data calculation module in the occupant information processing ability level comprehensive judgment subsystem will automatically calculate the membership degree of the quantitative index and the comprehensive value of the information processing ability index. Due to the different dimensions of different quantitative index data, they are incommensurable, and comprehensive analysis among indicators cannot be carried out. Therefore, the method of constructing membership functions should be used to process the quantitative index data without dimensionality. Among the five quantitative indicators, the visual discrimination response time, visual choice response time and comprehension processing memory error rate are "the smaller the value, the better", the digital information memory span and the position sequence memory span are "the larger the value, the better type", Among them, the dimensionless membership function used in processing the visual discrimination response is:

其中,vi表示第i个被测人员视觉分辨反应时的实际值,K表示vi的最大值,k表示vi的最小值,pi表示第i个被测人员视觉分辨反应时的隶属度;Among them, v i represents the actual value of the i-th person's visual discrimination response, K represents the maximum value of v i , k represents the minimum value of v i , p i represents the membership of the i-th person's visual discrimination response Spend;

对视觉选择反应时进行无量纲化的隶属函数为:The dimensionless membership function when responding to visual choices is:

其中,wi表示第i个被测人员视觉选择反应时的实际值,L表示wi的最大值,l表示wi的最大值和最小值,qi表示第i个被测人员视觉选择反应时的隶属度;Among them, w i represents the actual value of the i-th person's visual choice response, L represents the maximum value of w i , l represents the maximum and minimum values of w i , and q i represents the i-th person's visual choice response degree of membership;

对数字信息记忆广度进行无量纲化的隶属函数为:The membership function of dimensionless digital information memory span is:

其中,xi表示第i个被测人员数字信息记忆广度的实际值,M表示xi的最大值,m表示xi的最小值,ri表示第i个被测人员数字信息记忆广度的隶属度;Among them, x i represents the actual value of the digital information memory span of the i-th tested person, M represents the maximum value of x i , m represents the minimum value of x i , r i represents the membership of the i-th measured person’s digital information memory span Spend;

对位置顺序记忆广度进行无量纲化的隶属函数为:The membership function for dimensionless memory span of position order is:

其中,yi表示第i个被测人员位置顺序记忆广度的实际值,N表示yi的最大值,n表示yi的最小值,si表示第i个被测人员位置顺序记忆广度的隶属度;Among them, y i represents the actual value of the i-th measured person's position sequence memory span, N represents the maximum value of y i , n represents the minimum value of y i , s i represents the membership of the i-th measured person's position sequence memory span Spend;

对理解加工记忆错误率进行无量纲化的隶属函数为:The membership function for dimensionless understanding, processing and memory error rate is:

其中,zi表示第i个被测人员理解加工记忆错误率的实际值,O表示zi的最大值,o表示zi的最小值,ti表示第i个被测人员理解加工记忆错误率的隶属度;Among them, z i represents the actual value of the error rate of the i-th person's understanding of processing memory, O represents the maximum value of z i , o represents the minimum value of z i , and t i represents the error rate of the ith person's understanding of processing memory degree of membership;

无量纲化处理后,量化指标数据按照隶属函数被处理为0-1的隶属度,乘员的视觉分辨反应时、视觉选择反应时、数字信息记忆广度、位置顺序记忆广度和理解加工记忆错误率的隶属度分别为F1、F2、F3、F4和F5,统一为隶属度越大越好。将乘员各个量化指标的隶属度结果Fj进行加权计算,由此得到乘员信息处理能力指标综合值F,表示乘员信息处理能力的综合水平,乘员信息处理能力指标综合值F越大,表示乘员的信息处理能力越好。After dimensionless processing, the quantitative index data is processed into a membership degree of 0-1 according to the membership function, and the occupant's visual discrimination response time, visual selection response time, digital information memory span, position sequence memory span, and comprehension processing memory error rate The degree of membership is F 1 , F 2 , F 3 , F 4 and F 5 , and it is unified that the greater the degree of membership, the better. The membership degree results F j of each quantitative index of the occupant are weighted and calculated to obtain the comprehensive value F of the occupant information processing ability index, which indicates the comprehensive level of the occupant information processing ability. The better the information processing ability.

其中αj为第j个量化指标隶属度权重,满足 where α j is the membership weight of the jth quantitative index, which satisfies and

图4A为乘员信息处理能力所属类型判定流程。将乘员信息处理能力所属类型按照隶属度结果分成“全能型”B1、“反应型”B2、“记忆型”B3和“一般型”B4四类,“全能型”表示乘员在反应和记忆能力两个方面都表现较好,“反应型”或“记忆型”表示乘员在相应能力方面表现较好,“一般型”表示乘员在两个方面都表现一般。FIG. 4A is a flowchart for determining the type of occupant information processing capability. According to the results of the degree of membership, the types of occupants' information processing capabilities are divided into four categories : "all - round type" B1, "response type" B2, "memory type" B3 and "general type" B4. "Response type" or "memory type" means that the occupant performs well in the corresponding ability, and "average type" means that the occupant performs in both aspects.

依据从乘员信息处理数据计算模块中得到的隶属度结果进行判断,首先判断乘员的任意一个量化指标隶属度Fj是否小于0.7,若判断结果为“否”,说明乘员各个量化指标隶属度均大于等于0.7,乘员信息处理能力所属类型为“全能型”B1;若判断结果为“是”,继续判断(F1+F2)/2与(F3+F4+F5)/3两者之间的差值是否大于0.2,若判断结果为“否”,说明乘员的反应能力和记忆能力相近,乘员信息处理能力所属类型为“一般型”B4;若判断结果为“是”,继续判断(F1+F2)/2与(F3+F4+F5)/3两者之间相对大小,其中若(F1+F2)/2>(F3+F4+F5)/3,说明乘员反应能力更好,乘员信息处理能力所属类型为“反应型”B2,反之则说明乘员记忆能力更好,乘员信息处理能力所属类型为“记忆型”B3。最后根据上述判断过程,输出所属类型B。Judgment is made based on the membership degree results obtained from the occupant information processing data calculation module. Firstly, it is judged whether the membership degree F j of any quantitative index of the occupant is less than 0.7. Equal to 0.7, the type of occupant information processing capability is "all-round" B 1 ; if the judgment result is "Yes", continue to judge the difference between (F 1 +F 2 )/2 and (F 3 +F 4 +F 5 )/3 Whether the difference between them is greater than 0.2, if the judgment result is "No", it means that the occupant's response ability and memory ability are similar, and the type of occupant's information processing ability belongs to "general type" B4 ; if the judgment result is "Yes", Continue to judge the relative size between (F 1 +F 2 )/2 and (F 3 +F 4 +F 5 )/3, if (F 1 +F 2 )/2>(F 3 +F 4 + F 5 )/3, indicating that the occupant's ability to respond is better, and the occupant's information processing ability belongs to the "response type" B 2 , otherwise it indicates that the occupant's memory ability is better, and the occupant's information processing ability belongs to the "memory type" B 3 . Finally, according to the above judgment process, the output belongs to the type B.

如图4B所示为乘员信息处理能力等级判定流程,按照信息处理能力指标综合值和所属类型将乘员信息处理能力等级分成“1级”H1、“2级”H2和“3级”H3三类。对从上步得到的乘员信息处理能力指标综合值F和所属类型B进行判断,首先判断乘员的信息处理能力所属类型是否为“全能型”B1,若判断结果为“是”,继续判断乘员信息处理能力指标综合值是否大于0.8,若判断结果为“是”,则乘员信息处理能力等级为“1级”H1;若在所属类型为“全能型”B1的基础上乘员信息处理能力指标综合值不大于0.8,则乘员信息处理能力等级为“2级”H2。若乘员信息处理能力所属类型不是“全能型”B1,则继续判断乘员信息处理能力指标综合值F是否大于0.6,若判断结果为“是”,则乘员信息处理能力等级为“2级”H2;若判断结果为“否”,则乘员信息处理能力等级为“3级”H3。最后根据上述判断过程,输出能力等级H。As shown in Figure 4B, the determination process of occupant information processing capability level is divided into "level 1" H 1 , "level 2" H 2 and "level 3" H 3 three categories. Judgment is made on the comprehensive value F of the occupant information processing ability index obtained from the previous step and the category B to which the occupant belongs. First, determine whether the occupant’s information processing ability belongs to the "all-round" type B 1 . If the judgment result is "Yes", continue to judge the occupant Whether the comprehensive value of the information processing ability index is greater than 0.8, if the judgment result is "yes", then the occupant information processing ability level is "Level 1 " H 1 ; If the comprehensive index value is not greater than 0.8, the occupant's information processing capability level is "Level 2" H 2 . If the type of occupant information processing ability is not "all-round" B 1 , continue to judge whether the comprehensive value F of the occupant information processing ability index is greater than 0.6, if the judgment result is "yes", then the occupant information processing ability level is "level 2" H 2 ; if the judgment result is "No", the occupant's information processing capability level is "Level 3" H 3 . Finally, according to the above judging process, the capability level H is output.

如图5所示,是根据本发明的一个实施例的乘员信息处理能力水平综合判定子系统显示界面布置图。在乘员信息处理能力测量子系统中完成测量后,进入乘员信息处理能力水平综合判定子系统自动显示判定结果。结果显示分为两个模块,乘员信息处理数据计算模块显示乘员的测量结果、隶属度计算结果和乘员信息处理能力指标综合值F;乘员信息处理能力水平判定模块显示乘员信息处理能力所属类型B和能力等级H,以及根据以上结果得到的乘员信息处理能力可视化结果。As shown in FIG. 5 , it is a layout diagram of the display interface of the comprehensive judgment subsystem of the occupant information processing ability level according to an embodiment of the present invention. After the measurement is completed in the occupant information processing ability measurement subsystem, the occupant information processing ability level comprehensive judgment subsystem automatically displays the judgment result. The result display is divided into two modules. The occupant information processing data calculation module displays occupant measurement results, membership degree calculation results and occupant information processing ability index comprehensive value F; Capability level H, and the visualization results of occupant information processing capabilities obtained from the above results.

可视化结果采用“蜘蛛图”表示法,以中心点为原点,以五个量化指标为五个轴,在每一个轴上取对应指标的隶属度为比例长度,标记出五个轴上各个量化指标隶属度的长度终点,连接各个终点形成一个多边形。多边形面积的大小反映了总的信息处理能力的大小,各个轴的长度表示各个量化指标隶属度,多边形中心标注乘员信息处理能力的指标综合值F、所属类型B和能力等级H。采用“蜘蛛图”表示法进行乘员信息处理能力测定结果的可视化,保留了多维度的量化指标隶属度结果,直观、全面的展示乘员信息处理能力的综合表现和结构组成。The visualization result adopts the "spider diagram" notation, with the center point as the origin, five quantitative indicators as the five axes, and the membership degree of the corresponding indicator on each axis as the proportional length, marking each quantitative indicator on the five axes The end points of the length of the degree of membership, connecting each end point to form a polygon. The size of the polygon area reflects the size of the total information processing capability, the length of each axis represents the degree of membership of each quantitative index, and the center of the polygon marks the comprehensive value F, type B and capability level H of the occupant's information processing capability. The "spider diagram" representation is used to visualize the measurement results of occupant information processing ability, which retains the membership degree results of multi-dimensional quantitative indicators, and intuitively and comprehensively displays the comprehensive performance and structural composition of occupant information processing ability.

本发明的特种车辆乘员信息处理能力测定方法,包括:The method for measuring the information processing capability of the special vehicle occupants of the present invention includes:

测量和记录被测人员的视觉分辨反应时、测量和记录被测人员的视觉选择反应时、测量和记录被测人员的数字信息记忆广度、测量和记录被测人员的位置顺序记忆广度和测量和记录被测人员的理解加工记忆错误率;Measure and record the visual discrimination response time of the tested person, measure and record the visual selection response time of the tested person, measure and record the digital information memory span of the tested person, measure and record the position sequence memory span of the tested person and measure and Record the error rate of comprehension, processing and memory of the tested personnel;

如图6所示,所述测量和记录被测人员的视觉分辨反应时为:让触摸屏的屏幕上随机交替显示圆形的红色或黄色或绿色的颜色分辨图,针对每个被测试人员让触摸屏屏幕上出现圆形的红色、黄色和绿色的颜色分辨图的总数不少于20个,指定红色、黄色和绿色中的一种颜色为目标颜色,其他二种颜色为非目标颜色,在触摸屏屏幕上颜色分辨图的下方设置一个分辨按键,被测人员用手指按下屏幕上的分辨按键,屏幕上的目标颜色的颜色分辨图或非目标颜色的颜色分辨图立即消失,如果不触动分辨按键,目标颜色的颜色分辨图和非目标颜色的颜色分辨图在屏幕上显示的时间为2s,当屏幕上出现目标颜色时,为计时的开始时刻,被测人员用手指按下屏幕上的颜色分辨按键时,为计时的终止时刻,当屏幕上出现非目标颜色时,不进行计时,在屏幕上出现非目标颜色时,被测人员用手指按下屏幕上的分辨按键,本次操作为无效操作;As shown in Figure 6, when measuring and recording the visual discrimination response of the tested personnel, it is as follows: on the screen of the touch screen, a circular red or yellow or green color discrimination figure is displayed alternately at random, and for each tested personnel, the touch screen is allowed to There are no less than 20 circular red, yellow and green color discrimination images on the screen, and one color among red, yellow and green is designated as the target color, and the other two colors are non-target colors. A discrimination button is set under the upper color discrimination diagram. The person under test presses the discrimination button on the screen with his finger, and the color discrimination diagram of the target color or the color discrimination diagram of the non-target color on the screen disappears immediately. If the discrimination button is not touched, The color resolution graph of the target color and the color resolution graph of the non-target color are displayed on the screen for 2 seconds. When the target color appears on the screen, it is the start of timing. The person under test presses the color resolution button on the screen with his finger , it is the end time of the timing. When the non-target color appears on the screen, the timing will not be carried out. When the non-target color appears on the screen, the person under test presses the distinguishing button on the screen with his finger, and this operation is an invalid operation;

视觉分辨反应时测量开始前,让被测人员将手指放在触摸屏屏幕上的分辨按键上,双眼注视触摸屏屏幕,开始测量后,在触摸屏的屏幕上会间隔一定时间随机显示圆形的红色或黄色或绿色的颜色分辨图中的一种,当触摸屏屏幕上出现目标颜色时,要求被测人员尽快用手指按下触摸屏屏幕上的分辨按键,即可从计时器的计时得到该被测人员在此次测试中的视觉分辨反应时,当触摸屏屏幕上出现非目标颜色时,要求被测人员不要按下触摸屏屏幕上的分辨按键,可得到该被测人员在此次测试中“干扰目标分辨正确”,若被测人员分辨错误,误按分辨按键,按键后非目标颜色立即消失,完成本次操作且操作错误,该次操作无效,无效操作不计入总的颜色分辨图数量,如此操作直至完成对设定数量的颜色分辨图的分辨,将其中的被测人员对目标颜色操作的各次视觉分辨反应时统计出来,取其平均值,作为被测人员的视觉分辨反应时;Before the measurement of visual discrimination response, let the testee put his finger on the discrimination button on the touch screen screen, and stare at the touch screen screen with both eyes. After the measurement is started, a circular red or yellow color will be randomly displayed on the screen of the touch screen for a certain period of time. Or one of the green color resolution diagrams. When the target color appears on the touch screen, the person under test is required to press the resolution button on the touch screen with his finger as soon as possible, and the measured person can get the result from the timing of the timer. In the visual discrimination response in this test, when a non-target color appears on the touch screen, the testee is asked not to press the discrimination button on the touch screen, and the testee’s "discrimination of the interference target is correct" in this test can be obtained. , if the person under test makes a wrong judgment and presses the judgment button by mistake, the non-target color will disappear immediately after the button is pressed. If the operation is completed and the operation is wrong, the operation will be invalid. For the resolution of the set number of color resolution diagrams, count the visual discrimination response times of the test personnel to the target color operation, and take the average value as the visual discrimination response time of the test personnel;

如图7所示,所述测量和记录被测人员的视觉选择反应时为:让触摸屏的屏幕上随机交替显示圆形的红色或黄色或绿色的颜色分辨图,针对每个被测试人员让触摸屏屏幕上出现圆形的红色、黄色和绿色的颜色分辨图的总数不少于20个,在触摸屏屏幕上颜色分辨图的下方设置红色分辨按键、黄色分辨按键和绿色分辨按键,对于红色的颜色分辨图,被测人员用手指按下触摸屏屏幕上的红色分辨按键时,触摸屏屏幕上的红色的颜色分辨图立即消失,对于黄色的颜色分辨图,被测人员用手指按下触摸屏屏幕上的黄色分辨按键时,触摸屏屏幕上的黄色的颜色分辨图立即消失,对于绿色的颜色分辨图,被测人员用手指按下触摸屏屏幕上的绿色分辨按键时,触摸屏屏幕上的绿色的颜色分辨图立即消失;当触摸屏屏幕上出现红色、黄色或绿色颜色分辨图时,为计时的开始时刻,被测人员用手指按下触摸屏屏幕上对应的红色分辨按键、黄色分辨按键和绿色分辨按键时,为计时的终止时刻,被测人员用按错分辨按键,该次操作为无效操作;As shown in Figure 7, when measuring and recording the visual selection reaction of the tested personnel, it is as follows: on the screen of the touch screen, a circular red or yellow or green color discrimination map is alternately displayed at random, and for each tested personnel, the touch screen is allowed to There are no less than 20 circular red, yellow and green color discrimination diagrams appearing on the screen. Set red discrimination buttons, yellow discrimination buttons and green discrimination buttons below the color discrimination diagrams on the touch screen screen. For red color discrimination As shown in the figure, when the person under test presses the red identification button on the touch screen with his finger, the red color identification image on the touch screen disappears immediately. For the yellow color identification image, the person under test presses the yellow identification button on the touch screen When the button is pressed, the yellow color resolution diagram on the touch screen disappears immediately. For the green color resolution diagram, when the person under test presses the green resolution button on the touch screen with a finger, the green color resolution diagram on the touch screen disappears immediately; When the red, yellow or green color discrimination picture appears on the touch screen screen, it is the start time of the timing. When the tested personnel press the corresponding red discrimination button, yellow discrimination button and green discrimination button on the touch screen screen with their fingers, it is the termination of the timing. At this time, if the person under test presses the wrong key, the operation is invalid;

视觉选择反应时测量开始前,让被测人员将手指放在红色分辨按键、黄色分辨按键和绿色分辨按键上,双眼注视触摸屏屏幕,开始测量后,让触摸屏的屏幕上间隔一定时间随机显示圆形的红色或黄色或绿色的颜色分辨图中的一种,当屏幕上出现红色、黄色或绿色颜色分辨图时,要求被测人员用手指按下触摸屏屏幕上对应的颜色分辨按键,即可得到该被测人员在此次测试中的视觉分辨反应时,若被测人员分辨错误,误按颜色分辨按键,按键后该颜色分辨图立即消失,完成本次操作且操作错误,本次操作无效,无效操作不计入总的颜色分辨图数量,如此操作直至完成对所有的颜色分辨图的分辨,将其中的被测人员对颜色分辨图操作的各次视觉选择反应时统计出来,取其平均值,作为被测人员的视觉选择反应时;Before the measurement of the visual choice response, let the tested personnel put their fingers on the red discrimination button, yellow discrimination button and green discrimination button, and keep their eyes on the touch screen. After starting the measurement, let the touch screen randomly display circular One of the red, yellow or green color discrimination diagrams, when the red, yellow or green color discrimination diagram appears on the screen, the tester is required to press the corresponding color discrimination button on the touch screen with his finger to get the When the testee responds to the visual discrimination in this test, if the testee makes a wrong judgment and presses the color discrimination button by mistake, the color discrimination map will disappear immediately after the button is pressed, and the operation is completed and the operation is wrong. This operation is invalid and invalid The operation is not counted into the total number of color resolution diagrams. This operation is performed until the resolution of all color resolution diagrams is completed, and the test personnel’s reaction to each visual selection of the operation of the color resolution diagram is counted, and the average value is taken. As a visual choice response of the person being tested;

如图8所示,所述测量和记录被测人员的数字信息记忆广度为:让触摸屏的屏幕中央随机呈现单个的阿拉伯数字,单个数字呈现时间为300ms,每个数字出现的时间间隔为300ms,要求被测试人员按照顺序记忆所呈现的数字序列,多个数字组成的数字序列呈现完毕后,立即让触摸屏的屏幕下方弹出输入框,要求被测试人员在输入框内依次输入所呈现的数字,所输入数字的内容和顺序都与呈现的数字序列相吻合,然后点击确认按键,即完成一次操作数字信息记忆广度测量,若完全吻合记为本次操作正确,反之则错误;As shown in Figure 8, the measurement and recording of the digital information memory span of the tested person is as follows: let the center of the screen of the touch screen randomly present a single Arabic numeral, the presentation time of a single numeral is 300ms, and the time interval between the appearance of each numeral is 300ms, The testees are required to memorize the sequence of numbers presented in order. After the sequence of numbers composed of multiple numbers is presented, an input box pops up at the bottom of the touch screen immediately, and the testees are required to input the presented numbers in sequence in the input box. The content and order of the input numbers are consistent with the displayed number sequence, and then click the confirmation button to complete the measurement of the memory span of the digital information in one operation. If it is completely matched, it will be recorded as correct for this operation, otherwise it will be wrong;

数字信息记忆广度测量所需记忆的数字位数越多,测量难度越大,第一次操作数字信息记忆广度测量从5位阿拉伯数字开始测量,对5个阿拉伯数字的数字序列进行3次测量,然后每次测量都增加1个阿拉伯数字的数量,每增加1个数字都进行3次测量,直至递增至12位数字;The more digits that need to be memorized in the measurement of digital information memory span, the more difficult the measurement is. The measurement of digital information memory span in the first operation starts with 5 digits of Arabic numerals, and the numerical sequence of 5 Arabic numerals is measured 3 times. Then increase the number of Arabic numerals for each measurement, and measure 3 times for each additional number until it increases to 12 digits;

如图9所示,所述测量和记录被测人员的位置顺序记忆广度为:让触摸屏的屏幕上会呈现一个横边5个方框、竖边3个方框、总计15个方框组成的表格,让这15个方框内每间隔一定时间随机交替呈现一个彩色的圆形图案,圆形图案呈现500ms后消失,相邻出现的圆形图案时间间隔为600ms,同一次测试中已经呈现过圆形图案方框内不再重复出现圆形图案;As shown in Figure 9 , the measurement and recording of the measured person's position order memory span is as follows: on the screen of the touch screen, a frame consisting of 5 horizontal frames, 3 vertical frames, and a total of 15 frames can be presented. Table, let these 15 squares randomly alternately present a colored circular pattern at regular intervals, the circular pattern disappears after 500ms, and the time interval between adjacent circular patterns is 600ms, which has already been presented in the same test The circular pattern will no longer appear repeatedly in the circular pattern box;

被测试人员要记住圆形图案出现的位置和顺序,在圆形图案呈现完毕后,被测试人员按照圆形图案出现的顺序依次点击方格,所输入圆形图案的位置和次序都与出现时吻合,若完全吻合记为本次操作正确,反之则错误;The testees should remember the position and order of the circular patterns. After the circular patterns are presented, the testees click on the squares in the order in which the circular patterns appear. When it matches, if it matches completely, it is recorded as correct for this operation, otherwise it is wrong;

在被测试人员按照圆形图案出现的顺序依次点击方格时,点中的方格内会出现圆形图案,没有点击确定按键前,再次重复点击该方格则会让圆形图案消失,被测试人员可以利用此法对已输入圆形图案位置进行修改,但每次只能修改最后一次输入的圆形图案。完成圆形图案位置的输入后,点击确定按键进入下一次操作;When the testee clicks the squares in the order in which the circular patterns appear, a circular pattern will appear in the clicked square. Before clicking the OK button, clicking the square again will make the circular pattern disappear. Testers can use this method to modify the position of the input circular pattern, but each time they can only modify the last input circular pattern. After completing the input of the position of the circular pattern, click the OK button to enter the next operation;

位置顺序记忆广度所需记忆的圆形图案个数越多,记忆难度越大,第一次操作位置顺序记忆广度测量从3个圆形图案开始测量,对3个圆形图案进行3次测量,然后每次测量都增加测量时出现的圆形图案的数量,每次增加一个圆形图案都进行3次测量,直至递增至8个圆形图案;The more the number of circular patterns required to be memorized for the position sequence memory span, the more difficult it is to memorize. The measurement of the position sequence memory span for the first operation starts with 3 circular patterns, and the 3 circular patterns are measured 3 times. Then each measurement increases the number of circular patterns that appear during the measurement, and each time a circular pattern is added, three measurements are performed until it increases to 8 circular patterns;

如图10所示,所述测量和记录被测人员的理解加工记忆错误率为:让触摸屏的屏幕上呈现与特种车辆乘员处理作业相关的语句,语句呈现时间为3s,让被测试人员大声朗读该语句,同时记住每一个语句的最后一个双字词,语句消失后弹出“正确”与“错误”两个按键,让被测试人员迅速判断句意是否通顺,判断时间限定为3s,两个语句构成一组语句,在一组语句呈现完毕后,屏幕下方会弹出输入框,被测人员依据屏幕上出现语句的顺序在输入框输入记住的双字词,然后点击确定按键,进行下一次操作,被测人员对语句是否通顺的判断和对最后一个双字词的复现都对应正确,测量结果记为正确,若其中语句通顺判断或双字词复现出现错误则结果记为错误;如此重复进行10组语句的测量,并根据10组语句的测量结果计算理解加工记忆错误率;As shown in Figure 10, the error rate of the understanding, processing and memory of the measured and recorded personnel under test is as follows: on the screen of the touch screen, sentences related to the special vehicle occupant's processing operation are presented, and the sentence presentation time is 3s, and the personnel under test are allowed to read aloud For this sentence, remember the last two-character word of each sentence at the same time. After the sentence disappears, two buttons "correct" and "wrong" will pop up, allowing the testee to quickly judge whether the meaning of the sentence is smooth. The judgment time is limited to 3s. The sentences constitute a group of sentences. After a group of sentences is presented, an input box will pop up at the bottom of the screen. The testee enters the memorized two-character words in the input box according to the order of the sentences appearing on the screen, and then clicks the OK button to proceed to the next test. Operation, the testee’s judgment on whether the sentence is fluent and the recurrence of the last two-character word are all correspondingly correct, and the measurement result is recorded as correct. If there is an error in the judgment of the fluent sentence or the recurrence of the two-character word, the result is recorded as an error; Repeat the measurement of 10 groups of sentences in this way, and calculate the error rate of comprehension, processing and memory according to the measurement results of 10 groups of sentences;

对被测人员的视觉分辨反应时、被测人员的视觉选择反应时、被测人员的数字信息记忆广度、被测人员的位置顺序记忆广度和被测人员的理解加工记忆错误率的测量结果进无量纲处理,其中对视觉分辨反应时进行处理时采用的无量纲化的隶属函数为:The measurement results of the testee's visual discrimination response time, the testee's visual choice response time, the testee's digital information memory span, the testee's position sequence memory span and the testee's comprehension processing memory error rate were analyzed. Dimensionless processing, wherein the dimensionless membership function used when processing the visual discrimination response is:

其中,vi表示第i个被测人员视觉分辨反应时的实际值,K表示vi的最大值,k表示vi的最小值,pi表示第i个被测人员视觉分辨反应时的隶属度;Among them, v i represents the actual value of the i-th person's visual discrimination response, K represents the maximum value of v i , k represents the minimum value of v i , p i represents the membership of the i-th person's visual discrimination response Spend;

对视觉选择反应时进行无量纲化的隶属函数为:The dimensionless membership function when responding to visual choices is:

其中,wi表示第i个被测人员视觉选择反应时的实际值,L表示wi的最大值,l表示wi的最大值和最小值,qi表示第i个被测人员视觉选择反应时的隶属度;Among them, w i represents the actual value of the i-th person's visual choice response, L represents the maximum value of w i , l represents the maximum and minimum values of w i , and q i represents the i-th person's visual choice response degree of membership;

对数字信息记忆广度进行无量纲化的隶属函数为:The membership function of dimensionless digital information memory span is:

其中,xi表示第i个被测人员数字信息记忆广度的实际值,M表示xi的最大值,m表示xi的最小值,ri表示第i个被测人员数字信息记忆广度的隶属度;Among them, x i represents the actual value of the digital information memory span of the i-th tested person, M represents the maximum value of x i , m represents the minimum value of x i , r i represents the membership of the i-th measured person’s digital information memory span Spend;

对位置顺序记忆广度进行无量纲化的隶属函数为:The membership function for dimensionless memory span of position order is:

其中,yi表示第i个被测人员位置顺序记忆广度的实际值,N表示yi的最大值,n表示yi的最小值,si表示第i个被测人员位置顺序记忆广度的隶属度;Among them, y i represents the actual value of the i-th measured person's position sequence memory span, N represents the maximum value of y i , n represents the minimum value of y i , s i represents the membership of the i-th measured person's position sequence memory span Spend;

对理解加工记忆错误率进行无量纲化的隶属函数为:The membership function for dimensionless understanding, processing and memory error rate is:

其中,zi表示第i个被测人员理解加工记忆错误率的实际值,O表示zi的最大值,o表示zi的最小值,ti表示第i个被测人员理解加工记忆错误率的隶属度;Among them, z i represents the actual value of the error rate of the i-th person's understanding of processing memory, O represents the maximum value of z i , o represents the minimum value of z i , and t i represents the error rate of the ith person's understanding of processing memory degree of membership;

无量纲化处理后,测量结果数据被处理为0-1的隶属度,被测人员的视觉分辨反应时、视觉选择反应时、数字信息记忆广度、位置顺序记忆广度和理解加工记忆错误率的隶属度分别为F1、F2、F3、F4和F5,统一为隶属度越大越好,将被测人员各个量化指标的隶属度结果Fj进行加权计算,由此得到被测人员信息处理能力指标综合值F,表示被测人员信息处理能力的综合水平,被测人员信息处理能力指标综合值F越大,表示被测人员的信息处理能力越好:After dimensionless processing, the measurement result data is processed as a membership degree of 0-1, and the membership of the measured person's visual discrimination response time, visual selection response time, digital information memory span, position sequence memory span, and comprehension processing memory error rate The degree of membership is F 1 , F 2 , F 3 , F 4 and F 5 respectively, and it is unified that the greater the degree of membership, the better. The weighted calculation is performed on the membership degree results F j of each quantitative index of the measured personnel, and thus the information of the measured personnel is obtained The comprehensive value F of the processing ability index indicates the comprehensive level of the information processing ability of the tested personnel. The larger the comprehensive value F of the information processing ability index of the tested personnel, the better the information processing ability of the tested personnel:

其中αj为第j个量化指标隶属度权重,满足 where α j is the membership weight of the jth quantitative index, which satisfies and

进一步的,判断被测人员信息处理能力所属类型,首先判断被测人员的任意一个测量结果隶属度Fj是否小于0.7,若判断结果为“否”,说明被测人员各个测量结果隶属度均大于等于0.7,被测人员信息处理能力所属类型为“全能型”B1;若判断结果为“是”,继续判断(F1+F2)/2与(F3+F4+F5)/3两者之间的差值是否大于0.2,若判断结果为“否”,说明被测人员的反应能力和记忆能力相近,被测人员信息处理能力所属类型为“一般型”B4;若判断结果为“是”,继续判断(F1+F2)/2与(F3+F4+F5)/3两者之间相对大小,其中若(F1+F2)/2>(F3+F4+F5)/3,说明被测人员反应能力更好,被测人员信息处理能力所属类型为“反应型”B2,反之则说明被测人员记忆能力更好,被测人员信息处理能力所属类型为“记忆型”B3,最后根据上述判断过程,输出所属类型B。Further, to judge the type of the information processing ability of the tested person, firstly judge whether the membership degree F j of any measurement result of the tested person is less than 0.7, if the judgment result is "No", it means that the membership degree of each measurement result of the tested person is greater than equal to 0.7, the type of information processing ability of the tested person is "all-round" B 1 ; if the judgment result is "Yes", continue to judge (F 1 +F 2 )/2 and (F 3 +F 4 +F 5 )/ 3 Whether the difference between the two is greater than 0.2, if the judgment result is "No", it means that the response ability and memory ability of the tested person are similar, and the type of the tested person's information processing ability belongs to the "general type" B 4 ; if judged The result is "Yes", continue to judge the relative size between (F 1 +F 2 )/2 and (F 3 +F 4 +F 5 )/3, if (F 1 +F 2 )/2>( F 3 +F 4 +F 5 )/3, indicating that the respondent ability of the tested person is better, and the type of the information processing ability of the tested person is "reactive type" B 2 , otherwise, it means that the tested person has a better memory ability, and the tested person The type of personnel information processing ability belongs to "memory type" B 3 , and finally according to the above judgment process, the output belongs to type B.

进一步的,按照信息处理能力指标综合值和信息处理能力所属类型将被测人员信息处理能力等级分成“1级”H1、“2级”H2和“3级”H3三类,对乘员信息处理能力指标综合值F和所属类型B进行判断,首先判断乘员的信息处理能力所属类型是否为“全能型”B1,若判断结果为“是”,继续判断乘员信息处理能力指标综合值是否大于0.8,若判断结果为“是”,则乘员信息处理能力等级为“1级”H1;若在所属类型为“全能型”B1的基础上乘员信息处理能力指标综合值不大于0.8,则乘员信息处理能力等级为“2级”H2;若乘员信息处理能力所属类型不是“全能型”B1,则继续判断乘员信息处理能力指标综合值F是否大于0.6,若判断结果为“是”,则乘员信息处理能力等级为“2级”H2;若判断结果为“否”,则乘员信息处理能力等级为“3级”H3。最后根据上述判断过程,输出能力等级H。Further, according to the comprehensive value of the information processing ability index and the type of information processing ability, the information processing ability level of the tested personnel is divided into three categories: "Level 1 " H1, "Level 2" H2 and "Level 3" H3. Judging by the integrated value F of the information processing ability index and the type B to which it belongs, first judge whether the type of the information processing ability of the occupant belongs to the "all-round type" B 1 , if the judgment result is "Yes", continue to judge whether the integrated value of the information processing ability index of the occupant is If it is greater than 0.8, if the judgment result is "Yes", the occupant information processing capability level is "Level 1 " H 1 ; Then the level of occupant information processing ability is "level 2" H 2 ; if the type of occupant information processing ability is not "all-round" B 1 , continue to judge whether the comprehensive value of occupant information processing ability index F is greater than 0.6, if the judgment result is "Yes ”, the occupant information processing capability level is “level 2” H 2 ; if the judgment result is “No”, the occupant information processing capability level is “level 3” H 3 . Finally, according to the above judging process, the capability level H is output.

进一步的,判断结果包括被测人员的测量结果、隶属度计算结果和被测人员信息处理能力指标综合值、被测人员信息处理能力所属类型和能力等级,以及根据被测人员的测量结果、隶属度计算结果和被测人员信息处理能力指标综合值、被测人员信息处理能力所属类型和能力等级得到的被测人员信息处理能力可视化结果;所述可视化结果采用“蜘蛛图”表示法,以中心点为原点,以五个隶属度计算结果为五个轴,在每一个轴上取对应指标的隶属度为比例长度,标记出五个轴上各个隶属度的长度终点,连接各个终点形成一个多边形,多边形面积的大小反映了乘员总的信息处理能力的大小,各个轴的长度表示各个测量结果的隶属度,多边形中心标注乘员信息处理能力的指标综合值F、所属类型B和能力等级H。Further, the judgment result includes the measurement result of the tested person, the calculation result of the degree of membership, the comprehensive value of the information processing ability index of the tested person, the type and ability level of the tested person's information processing ability, and according to the measured person's measurement result, membership The visualization results of the information processing ability of the tested personnel obtained from the degree calculation results, the comprehensive value of the information processing ability index of the tested personnel, the type and ability level of the information processing ability of the tested personnel; The point is the origin, and the calculation results of the five membership degrees are used as the five axes, and the membership degree of the corresponding index is taken as the proportional length on each axis, and the end points of the lengths of each membership degree on the five axes are marked, and each end point is connected to form a polygon , the size of the polygon area reflects the size of the occupant's total information processing capability, the length of each axis represents the degree of membership of each measurement result, and the center of the polygon marks the occupant's information processing capability index comprehensive value F, belonging type B and capability level H.

实施例Example

参见图3,进入测定系统参数设置子系统进行参数设置,参数设置如图3所示。Referring to FIG. 3 , enter the measurement system parameter setting subsystem for parameter setting, and the parameter setting is shown in FIG. 3 .

取100名乘员作为被试人员,每名被试人员在乘员信息处理能力测量子系统中完成5个测量模块的操作,测试其信息处理能力。以其中10名乘员(编号A—J)为例,其测量结果如下表所示:Take 100 passengers as subjects, and each subject completes the operation of five measurement modules in the passenger information processing capability measurement subsystem to test their information processing capability. Taking the 10 passengers (numbered A—J) as an example, the measurement results are shown in the table below:

乘员信息处理数据计算模块对100名乘员信息处理能力的测量结果进行无量纲化处理,得到100名乘员的隶属度结果,并计算每名乘员的信息处理能力指标综合值F。以10名乘员A-J为例,其隶属度结果及信息处理能力指标综合值F如下表所示,其中取α1=α2=α3=α4=α5=0.2。The occupant information processing data calculation module performs dimensionless processing on the measurement results of the information processing capabilities of 100 occupants, obtains the membership degree results of 100 occupants, and calculates the comprehensive value F of information processing ability indicators for each occupant. Taking 10 crew members AJ as an example, the results of their membership degree and the comprehensive value F of the information processing ability index are shown in the table below, where α 12345 =0.2.

乘员信息处理能力水平判定模块对100名乘员信息处理能力所属类型B和水平等级H进行判定,并绘出可视化结果。以10名乘员A-J为例,其判定结果如下表所示,以其中的乘员B、D、E、F为例,其可视化结果如下图所示:The passenger information processing ability level judgment module judges the type B and level H of the information processing ability of 100 passengers, and draws the visualization results. Taking 10 crew members A-J as an example, the judgment results are shown in the table below. Taking crew members B, D, E, and F as examples, the visualization results are shown in the figure below:

乘员B信息处理能力可视化结果的“蜘蛛图”如图11所示;Figure 11 shows the "spider diagram" of the visualization results of passenger B's information processing ability;

乘员D信息处理能力可视化结果的“蜘蛛图”如图12所示;Figure 12 shows the "spider diagram" of the visualization results of the information processing ability of the occupant D;

乘员E信息处理能力可视化结果的“蜘蛛图”如图13所示;Figure 13 shows the "spider diagram" of the visualization result of the information processing ability of the occupant E;

乘员F信息处理能力可视化结果的“蜘蛛图”如图14所示;Figure 14 shows the "spider diagram" of the visualization results of the information processing ability of the occupant F;

由乘员B、D、E、F四名乘员信息处理能力可视化结果的“蜘蛛图”可以看出:From the "spider diagram" of the visualization results of the information processing capabilities of the four crew members B, D, E, and F, it can be seen that:

(1)乘员B的信息处理能力最强,综合值F达到0.884,乘员D、E次之,乘员F信息处理能力在四名乘员中最差,仅为0.364,在对四名乘员进行择优选拔时,优先选择乘员B,在乘员充足时,可考虑淘汰乘员F;(1) Passenger B has the strongest information processing ability, the comprehensive value F reaches 0.884, followed by crew D and E, and crew F has the worst information processing ability among the four crew members, only 0.364. When , choose crew B first, and when there are enough crew, consider eliminating crew F;

(2)乘员B的信息处理能力所属类型为全能型B1,能力等级为1级H1,具有较为全面的信息处理能力,能力等级极高,能够胜任信息处理作业中各类工作;(2) Crew B's information processing ability belongs to the type of all-around type B 1 , and the ability level is level 1 H 1 . He has a relatively comprehensive information processing ability, the ability level is extremely high, and he is competent for various tasks in information processing operations;

(3)乘员D的信息处理能力所属类型为记忆型B3,能力等级为2级H2,记忆能力优于反应能力,适合于从事信息录入、定位导航等记忆类信息处理工作,在训练中应增加反应能力训练科目,有针对性地提高反应能力,有希望向全能型B1方向发展;(3) The type of information processing ability of crew member D belongs to the memory type B 3 , and the ability level is level 2 H 2 . Response ability training subjects should be added to improve reaction ability in a targeted manner, and it is hoped to develop in the direction of all - around B1;

(4)乘员E的信息处理能力所属类型为反应型B2,能力等级为3级H3,反应能力明显优于记忆能力,适合于完成对反应速度要求高的任务如目标搜寻、接收应答等,其记忆能力表现极差,应避免从事记忆类信息处理工作,同时应加强其记忆能力的训练,以保证满足基本的任务要求;(4) The information processing ability of the crew member E belongs to the type of response type B 2 , and the ability level is level 3 H 3 . The response ability is obviously better than the memory ability, and it is suitable for completing tasks that require high response speed, such as target search, receiving and responding, etc. , whose memory ability is extremely poor, they should avoid engaging in memory-related information processing work, and at the same time should strengthen their memory ability training to ensure that they meet the basic task requirements;

(5)乘员F的信息处理能力所属类型为一般型B4,能力等级为3级H3,各方面表现较为一般,没有突出的能力特长,并且能力等级较低,在日常训练中应进行包括反应能力和记忆能力在内的全面性训练,以寻找和培养其能力特长。(5) The information processing ability of crew member F belongs to the general type B 4 , and the ability level is level 3 H 3 . The performance in all aspects is relatively average, there is no outstanding ability specialty, and the ability level is low. In the daily training, it should include Comprehensive training including reaction ability and memory ability, in order to find and develop its specialties.

Claims (5)

1. A system for measuring the information processing capability of a passenger of a special vehicle, characterized by comprising:
the measuring system parameter setting subsystem is used for setting the measuring parameters of the passenger information processing capacity measuring subsystem;
the passenger information processing capacity measuring subsystem is used for measuring the information processing capacity of the tested person;
the passenger information processing capability level comprehensive judgment subsystem is used for calculating the information processing capability index comprehensive value of the tested person and judging the information processing capability level of the tested person;
the passenger information processing capacity measuring subsystem comprises a visual resolution response measuring module, a visual selection response measuring module, a digital information memory measuring module, a position sequence memory measuring module and an understanding and processing memory measuring module, wherein the visual resolution response measuring module is used for measuring and recording the visual resolution response of a tested person, and the visual selection response measuring module is used for measuring and recording the visual selection response of the tested person; the digital information memory measuring module is used for measuring and recording the digital information memory extent of the tested person, the position sequence memory measuring module is used for measuring and recording the position sequence memory extent of the tested person, and the understanding processing memory measuring module is used for measuring and recording the understanding processing memory error rate of the tested person;
the passenger information processing capability level comprehensive judgment subsystem comprises a passenger information processing data calculation module and a passenger information processing capability level judgment module, wherein the passenger information processing data calculation module is used for calculating an information processing capability index comprehensive value of a detected person; the passenger information processing capability level judging module is used for judging the type of the information processing capability of the tested person and judging the level of the information processing capability of the tested person;
the passenger information processing data calculation module performs dimensionless processing on the measurement results of all the measurement modules in the passenger information processing capability measurement subsystem, wherein a dimensionless membership function adopted during processing during visual resolution reaction is as follows:
wherein v isiThe actual value of the i-th tested person in the visual resolution reaction is shown, and K represents viK represents viMinimum value of piRepresenting the membership degree of the ith tested person in visual resolution reaction;
the membership functions to be dimensionless for the visual selection reaction are:
wherein, wiShowing the actual value of the ith human being under test at the time of visual selection reaction, and L showing wiL represents wiMaximum and minimum values of qiRepresenting the membership degree of the ith tested person in visual selection reaction;
the membership function for dimensionless digital information memory breadth is:
wherein x isiThe actual value of the memory width of the digital information of the ith person to be tested is represented, and M represents xiM represents xiMinimum value of riRepresenting the membership degree of the memory range of the digital information of the ith person to be tested;
the membership function for dimensionless breadth of position order memory is:
wherein, yiThe actual value of the sequential memory extent of the ith measured person position is represented, and N represents yiN represents yiMinimum value of siThe membership degree of the sequential memory range of the ith tested person position is represented;
the membership function to be dimensionless for understanding the machining memory error rate is:
wherein z isiRepresents the actual value of the machining memory error rate understood by the ith person to be tested, and O represents ziO representsziMinimum value of, tiRepresenting the membership degree of the ith tested person for understanding the processing memory error rate;
after dimensionless processing, the measurement result data is processed into membership degrees of 0-1, and the membership degrees of the vision resolution reaction time, the vision selection reaction time, the numerical information memory extent, the position sequence memory extent and the understanding processing memory error rate of the tested person are respectively F1、F2、F3、F4And F5Unifying the membership degree of each measured person as larger as better, and determining the membership degree result F of each quantitative index of the measured personjAnd performing weighted calculation to obtain a comprehensive value F of the information processing capability index of the tested person, wherein the comprehensive value F represents the comprehensive level of the information processing capability of the tested person, and the larger the comprehensive value F of the information processing capability index of the tested person is, the better the information processing capability of the tested person is represented:
wherein alpha isjIs the jth quantization index membership weight satisfyingAnd is
2. The method for measuring the information processing capacity of the passenger of the special vehicle is characterized by comprising the following steps:
measuring and recording the visual resolution reaction time of the tested person, measuring and recording the visual selection reaction time of the tested person, measuring and recording the digital information memory extent of the tested person, measuring and recording the position sequence memory extent of the tested person and measuring and recording the understanding processing memory error rate of the tested person;
the measurement and recording of the visually resolved response of the person to be measured are: the method comprises the steps of enabling a circular red color resolution chart or a circular yellow color resolution chart or a circular green color resolution chart to be displayed on a screen of a touch screen at random in an alternating mode, enabling the total number of the circular red color resolution chart, the circular yellow color resolution chart and the circular green color resolution chart to appear on the screen of the touch screen to be not less than 20 for each tested person, enabling one color of the red color, the yellow color and the green color to be designated as a target color and the other two colors to be non-target colors, arranging a resolution key below the color resolution chart on the screen of the touch screen, enabling the tested person to press the resolution key on the screen with fingers, enabling the color resolution chart of the target color and the color resolution chart of the non-target color to disappear immediately, enabling the time of displaying the color resolution chart of the target color and the color resolution chart of the non-target color on the screen to be 2s if the resolution key is not touched, and enabling the tested person to press the color resolution, at the timing of the termination of timing, when a non-target color appears on the screen, timing is not carried out, when the non-target color appears on the screen, the tested person presses a resolution key on the screen by fingers, and the operation is invalid;
before the start of measurement during the visual resolution reaction, a tested person puts a finger on a resolution key on a touch screen, watches the touch screen with eyes, and after the start of measurement, randomly displays one of circular red, yellow or green color resolution maps on the screen of the touch screen at intervals, when a target color appears on the touch screen, the tested person is required to press the resolution key on the touch screen with the finger as soon as possible, so that the visual resolution reaction of the tested person in the test can be obtained from the timing of a timer, when a non-target color appears on the touch screen, the tested person is required not to press the resolution key on the touch screen, the condition that the tested person disturbs the target resolution to be correct in the test can be obtained, if the tested person distinguishes wrongly, the resolution key is mistakenly pressed, the non-target color disappears immediately after the key pressing, completing the operation, wherein the operation is wrong, the operation is invalid, the invalid operation does not count the total number of the color resolution maps, the operation is carried out until the resolution of the color resolution maps with the set number is completed, the visual resolution reactions of the tested person to the target color operation are counted, and the average value is taken as the visual resolution reaction of the tested person;
the measurement and recording of the visual selection reaction time of the person to be measured are: the method comprises the steps of displaying round red or yellow or green color resolution maps on a screen of a touch screen randomly and alternately, aiming at each tested person, enabling the total number of the round red, yellow and green color resolution maps to appear on the screen of the touch screen to be not less than 20, arranging a red resolution key, a yellow resolution key and a green resolution key below the color resolution map on the screen of the touch screen, wherein for the red color resolution map, when the tested person presses the red resolution key on the screen of the touch screen by a finger, the red color resolution map on the screen of the touch screen disappears immediately, for the yellow color resolution map, when the tested person presses the yellow resolution key on the screen of the touch screen by the finger, and for the green color resolution map, when the tested person presses the green resolution key on the screen of the touch screen by the finger, the green color resolution map on the touch screen disappears immediately; when a red, yellow or green color resolution image appears on the touch screen, the time is the starting time of timing, when a tested person presses a red resolution key, a yellow resolution key and a green resolution key which correspond to the touch screen by fingers, the time is the ending time of timing, the tested person presses a wrong resolution key, and the operation is invalid;
before the measurement starts in the visual selection reaction, a tested person puts fingers on a red resolution key, a yellow resolution key and a green resolution key, watches a touch screen through eyes, and randomly displays one of circular red, yellow or green color resolution maps on the screen of the touch screen at intervals after the measurement starts, when the red, yellow or green color resolution map appears on the screen, the tested person is required to press the corresponding color resolution key on the screen of the touch screen by the fingers, so that the visual resolution reaction of the tested person in the test can be obtained, if the tested person has a wrong resolution, the color resolution map is pressed by mistake, the color resolution map disappears immediately after the key pressing, the operation is finished and the operation is wrong, the operation is invalid, the invalid operation does not count the total number of the color resolution maps, and the operation is carried out until all the color resolution maps are distinguished, counting the visual selection reaction time of the tested person on the color resolution chart operation, and taking the average value of the visual selection reaction time as the visual selection reaction time of the tested person;
the digital information memory extent of the measured personnel is measured and recorded as follows: randomly presenting a single Arabic number in the center of a screen of the touch screen, wherein the presentation time of the single number is 300ms, the presentation time interval of each number is 300ms, requiring a tested person to memorize the presented number sequence in sequence, immediately popping up an input frame below the screen of the touch screen after the presentation of the number sequence consisting of a plurality of numbers is finished, requiring the tested person to sequentially input the presented numbers in the input frame, wherein the content and the sequence of the input numbers are identical with the presented number sequence, and then clicking a confirmation key to finish the measurement of the digital information memory breadth of one operation, wherein if the complete coincidence is recorded as correct operation, otherwise, the operation is wrong;
the more the number of digits of the digits required to be memorized in the digital information memory extent measurement is, the greater the measurement difficulty is, the measurement is started from 5 digits by operating the digital information memory extent measurement for the first time, 3 times of measurement are carried out on the digit sequence of the 5 digits, then the number of 1 digit is increased in each measurement, and 3 times of measurement are carried out until the number is increased to 12 digits when 1 digit is increased;
the position sequence memory extent of the measured person is measured and recorded as follows: a table consisting of 5 transverse frames, 3 vertical frames and 15 frames in total is presented on a screen of the touch screen, a colorful circular pattern is presented in the 15 frames at intervals of a certain time in an alternating mode at random, the circular pattern disappears after being presented for 500ms, the time interval of the adjacent circular patterns is 600ms, and the circular patterns are not repeated in the circular pattern frames presented in the same test;
the tested person remembers the position and the sequence of the circular patterns, after the circular patterns are presented, the tested person sequentially clicks the grids according to the sequence of the circular patterns, the positions and the sequence of the input circular patterns are consistent with the positions and the sequence of the input circular patterns when the circular patterns are presented, if the circular patterns are completely consistent, the operation is correct, otherwise, the operation is wrong;
when a tested person sequentially clicks the squares according to the appearance sequence of the circular patterns, the circular patterns appear in the squares in the points, before the determined key is not clicked, the squares are repeatedly clicked again, the circular patterns disappear, the tested person can modify the position of the input circular patterns by using the method, but only the last input circular pattern can be modified each time, and after the input of the position of the circular patterns is completed, the determined key is clicked to enter the next operation;
the more the number of circular patterns required to be memorized is, the larger the memorizing difficulty is, the measuring of the position sequence memorizing width is started from 3 circular patterns by operating the position sequence memorizing width for the first time, 3 times of measuring are carried out on the 3 circular patterns, then the number of the circular patterns appearing in the measuring is increased in each measuring, and 3 times of measuring are carried out until the number of the circular patterns is increased to 8 circular patterns;
the understanding processing memory error rate of the measured personnel is measured and recorded as follows: displaying sentences related to the processing operation of the special vehicle passengers on a screen of the touch screen, wherein the presentation time of the sentences is 3s, enabling the tested personnel to read the sentences aloud, simultaneously remembering the last double-word of each sentence, popping up two keys of 'correct' and 'wrong' after the sentence disappears, so that the tested person can quickly judge whether the sentence meaning is smooth or not, the judgment time is limited to 3s, the two sentences form a group of sentences, after a group of sentences is presented, an input box pops up below the screen, the tested person inputs the memorized double-word in the input box according to the sequence of the sentences appearing on the screen, then clicking a determining button to perform the next operation, wherein the judgment of whether the sentence is smooth and the reproduction of the last double-word are correct by the tested person, the measurement result is recorded as correct, and if the judgment of the sentence is smooth or the double-word reproduction is wrong, the result is recorded as wrong; repeating the measurement of 10 groups of sentences, and calculating and understanding the processing and memory error rate according to the measurement results of 10 groups of sentences;
dimensionless processing is carried out on the measurement results of the vision resolution reaction time of the tested person, the vision selection reaction time of the tested person, the digital information memory extent of the tested person, the position sequence memory extent of the tested person and the understanding processing memory error rate of the tested person, wherein the dimensionless membership function adopted when the vision resolution reaction time is processed is as follows:
wherein v isiThe actual value of the i-th tested person in the visual resolution reaction is shown, and K represents viK represents viMinimum value of piRepresenting the membership degree of the ith tested person in visual resolution reaction;
the membership functions to be dimensionless for the visual selection reaction are:
wherein, wiShowing the actual value of the ith human being under test at the time of visual selection reaction, and L showing wiL represents wiMaximum and minimum values of qiRepresenting the membership degree of the ith tested person in visual selection reaction;
the membership function for dimensionless digital information memory breadth is:
wherein x isiThe actual value of the memory width of the digital information of the ith person to be tested is represented, and M represents xiM represents xiMinimum value of riRepresenting the membership degree of the memory range of the digital information of the ith person to be tested;
the membership function for dimensionless breadth of position order memory is:
wherein, yiDenotes the ithThe actual value of the position sequence memory extent of each tested person, N represents yiN represents yiMinimum value of siThe membership degree of the sequential memory range of the ith tested person position is represented;
the membership function to be dimensionless for understanding the machining memory error rate is:
wherein z isiRepresents the actual value of the machining memory error rate understood by the ith person to be tested, and O represents ziO represents ziMinimum value of, tiRepresenting the membership degree of the ith tested person for understanding the processing memory error rate;
after dimensionless processing, the measurement result data is processed into membership degrees of 0-1, and the membership degrees of the vision resolution reaction time, the vision selection reaction time, the numerical information memory extent, the position sequence memory extent and the understanding processing memory error rate of the tested person are respectively F1、F2、F3、F4And F5Unifying the membership degree of each measured person as larger as better, and determining the membership degree result F of each quantitative index of the measured personjAnd performing weighted calculation to obtain a comprehensive value F of the information processing capability index of the tested person, wherein the comprehensive value F represents the comprehensive level of the information processing capability of the tested person, and the larger the comprehensive value F of the information processing capability index of the tested person is, the better the information processing capability of the tested person is represented:
wherein alpha isjIs the jth quantization index membership weight satisfyingAnd is
3. The special vehicle occupant information processing capability determination method according to claim 2, characterized in that: judging the type of the information processing capability of the tested person, firstly judging the membership F of any one measurement result of the tested personjWhether the measurement result is less than 0.7 or not, if the judgment result is 'no', the result shows that the membership degrees of all the measurement results of the tested personnel are all more than or equal to 0.7, and the type of the information processing capability of the tested personnel is 'all-round' B1(ii) a If the judgment result is 'yes', continuing to judge (F)1+F2) 2 and (F)3+F4+F5) Whether the difference value between the two is greater than 0.2 or not is judged, if the judgment result is 'no', the reaction capability and the memory capability of the tested person are similar, and the type of the information processing capability of the tested person is 'general type' B4(ii) a If the judgment result is 'yes', continuing to judge (F)1+F2) 2 and (F)3+F4+F5) A relative size between the two, wherein if (F)1+F2)/2>(F3+F4+F5) And/3, the measured person has better reaction capability, and the information processing capability of the measured person belongs to the type of 'reaction type' B2Otherwise, the measured person has better memory capability, and the type of the information processing capability of the measured person is 'memory type' B3And finally outputting the type B according to the judgment process.
4. The special vehicle occupant information processing capability determination method according to claim 3, characterized in that: classifying the information processing capability grade of the tested personnel into 'grade 1' H according to the comprehensive value of the information processing capability index and the type of the information processing capability1And 2-stage H2And "grade 3" H3Judging the comprehensive value F and the belonged type B of the information processing capability index of the passenger, firstly judging whether the belonged type of the information processing capability of the passenger is 'all-round' B1If the judgment result is yes, the passenger information processing capability index comprehensive value is continuously judged whether to be larger than 0.8, and if the judgment result is yes, the passenger information processing capability grade is '1 grade' H1(ii) a If the type is 'all-round' B1On the basis of the passenger information processing capacity index, if the comprehensive value of the passenger information processing capacity index is not more than 0.8, the passenger information processing capacity grade is '2 grade' H2(ii) a If the type of the passenger information processing capability is not 'all-round type' B1If yes, the passenger information processing capability index comprehensive value F is judged to be greater than 0.6, and if yes, the passenger information processing capability grade is '2 grade' H2(ii) a If the judgment result is 'No', the passenger information processing capacity grade is '3 grade' H3And finally, outputting the capability level H according to the judgment process.
5. The special vehicle occupant information processing capability determination method according to claim 4, wherein: the judgment result comprises a measurement result of the measured personnel, a membership calculation result, a comprehensive value of the information processing capability index of the measured personnel, the type and the capability level of the information processing capability of the measured personnel, and a visualized result of the information processing capability of the measured personnel, which is obtained according to the measurement result, the membership calculation result, the comprehensive value of the information processing capability index of the measured personnel, the type and the capability level of the information processing capability of the measured personnel; the visualization result adopts a spider graph representation method, a central point is used as an original point, five membership calculation results are used as five axes, the membership of a corresponding index is taken as a proportional length on each axis, length end points of all the membership on the five axes are marked, all the end points are connected to form a polygon, the size of the area of the polygon reflects the size of the total information processing capacity of passengers, the length of each axis represents the membership of each measurement result, and the index comprehensive value F, the type B and the capacity grade H of the information processing capacity of the passengers are marked at the center of the polygon.
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