CN114523905A - System and method for displaying detection and track prediction of targets around vehicle - Google Patents

System and method for displaying detection and track prediction of targets around vehicle Download PDF

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CN114523905A
CN114523905A CN202210258687.3A CN202210258687A CN114523905A CN 114523905 A CN114523905 A CN 114523905A CN 202210258687 A CN202210258687 A CN 202210258687A CN 114523905 A CN114523905 A CN 114523905A
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vehicle
target
prediction
module
detection
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支蓉
王宝锋
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Mercedes Benz Group AG
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Mercedes Benz Group AG
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Priority to CN202210258687.3A priority Critical patent/CN114523905A/en
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Priority to DE102023000838.9A priority patent/DE102023000838A1/en
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R1/00Optical viewing arrangements; Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R1/00Optical viewing arrangements; Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles
    • B60R1/20Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles
    • B60R1/22Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles for viewing an area outside the vehicle, e.g. the exterior of the vehicle
    • B60R1/23Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles for viewing an area outside the vehicle, e.g. the exterior of the vehicle with a predetermined field of view
    • B60R1/27Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles for viewing an area outside the vehicle, e.g. the exterior of the vehicle with a predetermined field of view providing all-round vision, e.g. using omnidirectional cameras
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60KARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OF TRANSMISSIONS IN VEHICLES; ARRANGEMENT OR MOUNTING OF PLURAL DIVERSE PRIME-MOVERS IN VEHICLES; AUXILIARY DRIVES FOR VEHICLES; INSTRUMENTATION OR DASHBOARDS FOR VEHICLES; ARRANGEMENTS IN CONNECTION WITH COOLING, AIR INTAKE, GAS EXHAUST OR FUEL SUPPLY OF PROPULSION UNITS IN VEHICLES
    • B60K35/00Instruments specially adapted for vehicles; Arrangement of instruments in or on vehicles
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60KARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OF TRANSMISSIONS IN VEHICLES; ARRANGEMENT OR MOUNTING OF PLURAL DIVERSE PRIME-MOVERS IN VEHICLES; AUXILIARY DRIVES FOR VEHICLES; INSTRUMENTATION OR DASHBOARDS FOR VEHICLES; ARRANGEMENTS IN CONNECTION WITH COOLING, AIR INTAKE, GAS EXHAUST OR FUEL SUPPLY OF PROPULSION UNITS IN VEHICLES
    • B60K35/00Instruments specially adapted for vehicles; Arrangement of instruments in or on vehicles
    • B60K35/20Output arrangements, i.e. from vehicle to user, associated with vehicle functions or specially adapted therefor
    • B60K35/21Output arrangements, i.e. from vehicle to user, associated with vehicle functions or specially adapted therefor using visual output, e.g. blinking lights or matrix displays
    • B60K35/22Display screens
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60KARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OF TRANSMISSIONS IN VEHICLES; ARRANGEMENT OR MOUNTING OF PLURAL DIVERSE PRIME-MOVERS IN VEHICLES; AUXILIARY DRIVES FOR VEHICLES; INSTRUMENTATION OR DASHBOARDS FOR VEHICLES; ARRANGEMENTS IN CONNECTION WITH COOLING, AIR INTAKE, GAS EXHAUST OR FUEL SUPPLY OF PROPULSION UNITS IN VEHICLES
    • B60K35/00Instruments specially adapted for vehicles; Arrangement of instruments in or on vehicles
    • B60K35/20Output arrangements, i.e. from vehicle to user, associated with vehicle functions or specially adapted therefor
    • B60K35/29Instruments characterised by the way in which information is handled, e.g. showing information on plural displays or prioritising information according to driving conditions
    • GPHYSICS
    • G02OPTICS
    • G02BOPTICAL ELEMENTS, SYSTEMS OR APPARATUS
    • G02B27/00Optical systems or apparatus not provided for by any of the groups G02B1/00 - G02B26/00, G02B30/00
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    • GPHYSICS
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    • G02B27/0101Head-up displays characterised by optical features
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60KARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OF TRANSMISSIONS IN VEHICLES; ARRANGEMENT OR MOUNTING OF PLURAL DIVERSE PRIME-MOVERS IN VEHICLES; AUXILIARY DRIVES FOR VEHICLES; INSTRUMENTATION OR DASHBOARDS FOR VEHICLES; ARRANGEMENTS IN CONNECTION WITH COOLING, AIR INTAKE, GAS EXHAUST OR FUEL SUPPLY OF PROPULSION UNITS IN VEHICLES
    • B60K2360/00Indexing scheme associated with groups B60K35/00 or B60K37/00 relating to details of instruments or dashboards
    • B60K2360/16Type of output information
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60KARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OF TRANSMISSIONS IN VEHICLES; ARRANGEMENT OR MOUNTING OF PLURAL DIVERSE PRIME-MOVERS IN VEHICLES; AUXILIARY DRIVES FOR VEHICLES; INSTRUMENTATION OR DASHBOARDS FOR VEHICLES; ARRANGEMENTS IN CONNECTION WITH COOLING, AIR INTAKE, GAS EXHAUST OR FUEL SUPPLY OF PROPULSION UNITS IN VEHICLES
    • B60K2360/00Indexing scheme associated with groups B60K35/00 or B60K37/00 relating to details of instruments or dashboards
    • B60K2360/16Type of output information
    • B60K2360/171Vehicle or relevant part thereof displayed
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60KARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OF TRANSMISSIONS IN VEHICLES; ARRANGEMENT OR MOUNTING OF PLURAL DIVERSE PRIME-MOVERS IN VEHICLES; AUXILIARY DRIVES FOR VEHICLES; INSTRUMENTATION OR DASHBOARDS FOR VEHICLES; ARRANGEMENTS IN CONNECTION WITH COOLING, AIR INTAKE, GAS EXHAUST OR FUEL SUPPLY OF PROPULSION UNITS IN VEHICLES
    • B60K2360/00Indexing scheme associated with groups B60K35/00 or B60K37/00 relating to details of instruments or dashboards
    • B60K2360/16Type of output information
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60KARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OF TRANSMISSIONS IN VEHICLES; ARRANGEMENT OR MOUNTING OF PLURAL DIVERSE PRIME-MOVERS IN VEHICLES; AUXILIARY DRIVES FOR VEHICLES; INSTRUMENTATION OR DASHBOARDS FOR VEHICLES; ARRANGEMENTS IN CONNECTION WITH COOLING, AIR INTAKE, GAS EXHAUST OR FUEL SUPPLY OF PROPULSION UNITS IN VEHICLES
    • B60K2360/00Indexing scheme associated with groups B60K35/00 or B60K37/00 relating to details of instruments or dashboards
    • B60K2360/16Type of output information
    • B60K2360/179Distances to obstacles or vehicles
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60KARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OF TRANSMISSIONS IN VEHICLES; ARRANGEMENT OR MOUNTING OF PLURAL DIVERSE PRIME-MOVERS IN VEHICLES; AUXILIARY DRIVES FOR VEHICLES; INSTRUMENTATION OR DASHBOARDS FOR VEHICLES; ARRANGEMENTS IN CONNECTION WITH COOLING, AIR INTAKE, GAS EXHAUST OR FUEL SUPPLY OF PROPULSION UNITS IN VEHICLES
    • B60K2360/00Indexing scheme associated with groups B60K35/00 or B60K37/00 relating to details of instruments or dashboards
    • B60K2360/18Information management
    • B60K2360/188Displaying information using colour changes
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60KARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OF TRANSMISSIONS IN VEHICLES; ARRANGEMENT OR MOUNTING OF PLURAL DIVERSE PRIME-MOVERS IN VEHICLES; AUXILIARY DRIVES FOR VEHICLES; INSTRUMENTATION OR DASHBOARDS FOR VEHICLES; ARRANGEMENTS IN CONNECTION WITH COOLING, AIR INTAKE, GAS EXHAUST OR FUEL SUPPLY OF PROPULSION UNITS IN VEHICLES
    • B60K2360/00Indexing scheme associated with groups B60K35/00 or B60K37/00 relating to details of instruments or dashboards
    • B60K2360/20Optical features of instruments
    • B60K2360/33Illumination features
    • B60K2360/334Projection means
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R2300/00Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle
    • B60R2300/60Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by monitoring and displaying vehicle exterior scenes from a transformed perspective
    • B60R2300/607Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by monitoring and displaying vehicle exterior scenes from a transformed perspective from a bird's eye viewpoint
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R2300/00Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle
    • B60R2300/80Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by the intended use of the viewing arrangement
    • B60R2300/8093Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by the intended use of the viewing arrangement for obstacle warning
    • GPHYSICS
    • G02OPTICS
    • G02BOPTICAL ELEMENTS, SYSTEMS OR APPARATUS
    • G02B27/00Optical systems or apparatus not provided for by any of the groups G02B1/00 - G02B26/00, G02B30/00
    • G02B27/01Head-up displays
    • G02B27/0101Head-up displays characterised by optical features
    • G02B2027/0141Head-up displays characterised by optical features characterised by the informative content of the display

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  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Transportation (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • General Physics & Mathematics (AREA)
  • Optics & Photonics (AREA)
  • Traffic Control Systems (AREA)

Abstract

A system for displaying object detection and trajectory prediction in the vicinity of a vehicle, said system comprising at least: a detection module having at least one sensor for detecting and locating objects around a vehicle; a prediction module capable of predicting based on an object around a vehicle; a display module capable of displaying data related to objects around a vehicle and a prediction result of the prediction module, wherein information presented by the display module is capable of being autonomously selected by a driver. And a method for displaying objects around a vehicle, the method comprising at least the steps of: detecting targets around a vehicle and positioning the targets; predicting the target based on the detection and location of the target; the prediction result is displayed to the driver, wherein the displayed information can be autonomously selected by the driver.

Description

一种显示车辆周围目标检测及轨迹预测的系统及方法A system and method for displaying target detection and trajectory prediction around a vehicle

技术领域technical field

本发明提供了一种尤其在HUD上显示车辆周围目标检测结果并给出目标轨迹预测的系统和方法,不仅能够为驾驶员提供车辆周围的目标种类、方位、距离的信息,还可以给驾驶员提示所述目标的未来轨迹。根据本发明的系统和方法能够将处理好的信息呈现给驾驶员,而忽略掉不相干或者说不重要的环境信息,以更好地辅助驾驶员在不同驾驶场景下的判断。The present invention provides a system and method for displaying target detection results around the vehicle and predicting the target trajectory, especially on the HUD, which can not only provide the driver with information on the type, orientation and distance of the target around the vehicle, but also provide the driver with information about the target type, orientation and distance around the vehicle. Cue the future trajectory of the target. The system and method according to the present invention can present the processed information to the driver, while ignoring irrelevant or unimportant environmental information, so as to better assist the driver's judgment in different driving scenarios.

背景技术Background technique

近年来,随着车辆智能化以及交通智能化的发展,人们对行车安全性能的要求也越来越高,越来越多的车辆开始配备更加智能化的辅助驾驶系统,如前方碰撞预警系统、自动紧急制动、盲点检测系统以及全景泊车辅助系统和全景行车记录仪等。In recent years, with the development of vehicle intelligence and traffic intelligence, people's requirements for driving safety performance are getting higher and higher, and more and more vehicles have begun to be equipped with more intelligent assisted driving systems, such as forward collision warning systems, Automatic emergency braking, blind spot detection system, panoramic parking assist system and panoramic driving recorder, etc.

然而现有技术中针对车辆周围目标的显示尚存在一些缺点,例如需要根据V2X信息,这需要周围的其他车辆或者道路基础设施的协助。此外,现有技术中通常是对驾驶盲区进行显示,而并非车辆周围的全面环境信息。在一些现有技术中,即使针对车辆周围的全面环境信息进行显示,也不能对运动的目标进行轨迹预测;或者对运动的目标进行轨迹预测,但显示信息过于繁杂,对驾驶员的注意力有较大的分散。However, there are still some shortcomings in the display of objects around the vehicle in the prior art, for example, it needs to be based on V2X information, which requires the assistance of other surrounding vehicles or road infrastructure. In addition, in the prior art, the blind spots for driving are usually displayed instead of comprehensive environmental information around the vehicle. In some existing technologies, even if the comprehensive environmental information around the vehicle is displayed, the trajectory prediction of the moving target cannot be performed; or the trajectory prediction of the moving target is performed, but the displayed information is too complicated, which is difficult for the driver's attention. larger dispersion.

发明内容SUMMARY OF THE INVENTION

本发明针对上述问题,提出了一种显示车辆周围目标检测及轨迹预测的系统及方法。根据本发明的方法不仅能够为驾驶员提供车辆周围的目标种类、方位、距离的信息,还可以给驾驶员提示所述目标的未来轨迹。根据本发明的系统和方法能够将处理好的信息呈现给驾驶员,而忽略掉不相干或者说不重要的环境信息,以更好地辅助驾驶员在不同驾驶场景下的判断。In view of the above problems, the present invention proposes a system and method for displaying target detection and trajectory prediction around a vehicle. The method according to the present invention can not only provide the driver with the information of the target type, orientation and distance around the vehicle, but also can prompt the driver of the future trajectory of the target. The system and method according to the present invention can present the processed information to the driver, while ignoring irrelevant or unimportant environmental information, so as to better assist the driver's judgment in different driving scenarios.

根据本发明的第一方面,提出一种显示车辆周围目标检测及轨迹预测的系统,其中,所述系统至少具有:According to a first aspect of the present invention, a system for displaying target detection and trajectory prediction around a vehicle is proposed, wherein the system at least has:

检测模块,所述检测模块具有至少一个传感器,用于对车辆周围的目标进行检测和定位;a detection module, the detection module has at least one sensor for detecting and locating objects around the vehicle;

预测模块,所述预测模块能够基于车辆周围的目标进行预测;a prediction module capable of making predictions based on objects around the vehicle;

显示模块,所述显示模块能够将车辆周围的目标的相关数据和所述预测模块的预测结果显示出来,其中,所述显示模块呈现的信息能够由驾驶员自主地选择。A display module, which can display the relevant data of the target around the vehicle and the prediction result of the prediction module, wherein the information presented by the display module can be selected by the driver autonomously.

在本发明的框架内,车辆周围的目标至少包括车辆周围的其他车辆、障碍物、行人、非机动车等,其中,障碍物包括道路上或道路旁的交通设施、绿化带、城市基础设施等。Within the framework of the present invention, the targets around the vehicle include at least other vehicles, obstacles, pedestrians, non-motor vehicles, etc. around the vehicle, wherein the obstacles include traffic facilities on or beside the road, green belts, urban infrastructure, etc. .

在本发明的框架内,预测模块可以集成在车辆控制系统中,所述车辆控制系统是指配置为合适的控制设备或者一组多个控制设备,例如包括专用集成电路、一个或多个处理器、存储有指令的非暂时性存储器。所述车辆控制系统例如是电子控制单元(ECU),通常又称为“行车电脑”,“车载电脑”等。也可以设想,所述预测模块能够是专门用于预测计算的单独的模块。Within the framework of the present invention, the prediction module can be integrated in a vehicle control system, which means a control device or a group of multiple control devices configured as suitable, for example comprising an application specific integrated circuit, one or more processors , Non-transitory memory that stores instructions. The vehicle control system is, for example, an electronic control unit (ECU), also commonly referred to as "trip computer", "vehicle computer" and the like. It is also envisaged that the prediction module can be a separate module dedicated to prediction calculations.

在本发明的框架内,“由驾驶员自主地选择”意味着驾驶员能够根据自身需要来选择在显示模块上呈现的信息,例如驾驶员能够根据需要选择将超过某一临界的相对速度靠近的其他目标突出显示,这至少包括两种情况,一是该目标以较大速度靠近,二是该目标虽然静止,但安装有根据本发明的系统的车辆以较大速度驶向该目标。驾驶员还能够根据自身需要选择不显示一些目标,例如道路两旁的绿化带、垃圾桶、车道线等等都可以根据驾驶员的需要进行呈现。这种选择应当是在驾驶车辆之前进行的。In the framework of the present invention, "autonomously selected by the driver" means that the driver can choose the information presented on the display module according to his own needs, for example, the driver can choose according to his needs to approach a vehicle with a relative speed that exceeds a certain critical speed. Other targets are highlighted, which includes at least two cases, one is that the target is approaching at a relatively high speed, and the other is that the target is stationary, but the vehicle equipped with the system according to the invention is moving towards the target at a relatively high speed. Drivers can also choose not to display some targets according to their own needs, such as green belts on both sides of the road, trash cans, lane lines, etc. can be presented according to the needs of the driver. This selection should be made before driving the vehicle.

通过驾驶员的自主选择,能够个性化地设置所呈现的信息,使呈现的内容不至于太过繁杂,也能够避免忽略掉对于安全性至关重要的信息,有利于驾驶员快速判断并进行相应操作,提高车辆行驶的安全性。Through the driver's autonomous choice, the presented information can be individually set, so that the presented content is not too complicated, and it can also avoid ignoring the information that is critical to safety, which is helpful for the driver to quickly judge and respond accordingly. operation to improve the safety of the vehicle.

根据本发明的优选的实施方式,所述至少一个传感器至少包括下述传感器中的一个:车载摄像头、毫米波雷达、超声波雷达、激光雷达。在本发明的框架内,优选将多个传感器分别设置在车身前后和车身两侧,例如在车身前后各设置一个毫米波雷达和一个摄像头,在车身两侧各设置两个毫米波雷达和一个摄像头。自然也可以设想,根据车辆的设计需求设置其他种类和数量的传感器。According to a preferred embodiment of the present invention, the at least one sensor includes at least one of the following sensors: a vehicle-mounted camera, a millimeter-wave radar, an ultrasonic radar, and a lidar. Within the framework of the present invention, it is preferable to arrange a plurality of sensors on the front and rear of the vehicle body and on both sides of the vehicle body, for example, one millimeter-wave radar and one camera are arranged on the front and rear of the vehicle body, and two millimeter-wave radars and one camera are arranged on each side of the vehicle body. . Naturally, it is also conceivable to provide other types and numbers of sensors according to the design requirements of the vehicle.

根据本发明的优选的实施方式,所述检测模块能够基于至少一个传感器的检测结果至少得到所述目标的种类、大小和运动速度。例如,检测模块在接收到传感器的检测信号后,对所述检测信号进行分析处理,将目标尤其根据轮廓和/或运动速度进行归类,例如将目标归属于乘用车、商用车、交通设施、行人、非机动车、城市基础设施等类别。此外,在本发明的框架内,检测模块优选地还能够通过方向盘转向角传感器和车轮速度传感器获取车辆行驶数据。According to a preferred embodiment of the present invention, the detection module can obtain at least the type, size and movement speed of the target based on the detection result of at least one sensor. For example, after receiving the detection signal of the sensor, the detection module analyzes and processes the detection signal, and classifies the target according to the contour and/or the speed of movement, for example, attributing the target to a passenger car, a commercial vehicle, a transportation facility , pedestrians, non-motorized vehicles, urban infrastructure and other categories. Furthermore, within the framework of the present invention, the detection module is preferably also able to acquire vehicle driving data via the steering wheel steering angle sensor and the wheel speed sensor.

根据本发明的优选的实施方式,所述预测结果至少包括所述目标的运动轨迹和/或预期速度。在本发明的框架内,显示模块能够将车辆周围目标的相关数据和预测结果进行显示,驾驶员还能够根据自身需要选择显示的样式,例如是否显示预测轨迹,选择显示预测轨迹的时间长度和颜色,选择环境感知结果的数量以及目标的种类等。驾驶员能够通过设置在显示模块上的控制面板进行选择,该控制面板例如可以是设置在车辆中控上的按钮或者设置在车辆中控的触摸屏上的控制界面。还可以设想,该控制面板可以设置在与车辆连接的移动设备上,尤其移动设备的应用程序上。所述移动设备与车辆的连接尤其能够通过有线的方式和无线的方式实现,例如线缆、蓝牙、紫蜂(Zigbee)、WiFi等本领域技术人员常见的连接方式。所述移动设备可以是平板电脑、手机、笔记本电脑等。所述移动设备与车辆的连接也能够间接地进行,例如通过远程服务器进行,由此能够实现远程修改显示设置。According to a preferred embodiment of the present invention, the prediction result includes at least the movement trajectory and/or the expected speed of the target. Within the framework of the present invention, the display module can display the relevant data and prediction results of the targets around the vehicle, and the driver can also choose the display style according to his own needs, such as whether to display the predicted trajectory, and choose the time length and color of the predicted trajectory to display. , select the number of environmental perception results and the type of target. The driver can make selections through a control panel provided on the display module, and the control panel may be, for example, a button provided on the vehicle central control or a control interface provided on a touch screen of the vehicle central control. It is also conceivable that the control panel can be provided on a mobile device connected to the vehicle, in particular on an application of the mobile device. The connection between the mobile device and the vehicle can be realized in a wired manner and a wireless manner, for example, a connection manner common to those skilled in the art, such as cable, Bluetooth, Zigbee (Zigbee), and WiFi. The mobile device may be a tablet computer, a mobile phone, a notebook computer, and the like. The connection of the mobile device to the vehicle can also be made indirectly, eg via a remote server, thereby enabling remote modification of the display settings.

根据本发明优选地,该显示模块还可以具有发声模块,用于在紧急情况下除了视觉提醒外还能够对驾驶员发出警报声音。According to the present invention, preferably, the display module may further have a sounding module, which is used to sound an alarm to the driver in addition to a visual reminder in an emergency.

在本发明的框架内,例如驾驶员能够根据自身需求选择将以超过第一相对速度靠近的目标呈现为红色,将以超过第二相对速度但低于第一相对速度靠近的目标呈现为黄色,将静止的或者与本车辆相对静止的目标呈现为绿色。所述第一相对速度和第二相对速度能够是固定的,但也可以设想,所述第一相对速度和所述第二相对速度是可变的,尤其依赖于车辆行驶速度进行变化。还可以设想的是,针对不同类别的目标进行不同的设置,例如将本身静止的目标(例如护栏、绿化带)设置为始终呈现为绿色,将运动的目标(例如行人、非机动车、其他车辆)根据其相对速度设置为呈现不同的颜色。还可以结合目标所在的位置进行设置,例如将驾驶员后方、侧后方且远离的目标始终显示为绿色,将驾驶员正前方且靠近的目标显示为红色,将驾驶员侧前方或者侧向的目标显示为黄色。Within the framework of the present invention, for example, the driver can choose to present the target approaching at a speed exceeding the first relative speed in red, and the target approaching at a speed exceeding the second relative speed but lower than the first relative speed in yellow, for example, according to his own needs, Objects that are stationary or stationary relative to the host vehicle are shown in green. The first relative speed and the second relative speed can be fixed, but it is also conceivable that the first relative speed and the second relative speed are variable, in particular depending on the speed of the vehicle. It is also conceivable to make different settings for different types of targets, for example, setting stationary targets (such as guardrails, green belts) to always appear green, and moving targets (such as pedestrians, non-motor vehicles, other vehicles) ) are set to appear different colors depending on their relative speed. It can also be set in combination with the location of the target, for example, the target behind the driver, behind and away from the driver is always displayed in green, the target directly in front of the driver and close to the target is displayed in red, and the target in front of or to the side of the driver is displayed as red. Displayed in yellow.

根据本发明的优选的实施方式,所述系统还具有融合模块,所述融合模块将所述传感器的检测结果通过融合算法进行数据融合,使得将所述目标的信息和与道路信息相融合。所述融合模块能够从检测模块获取所需要的数据,例如检测的目标种类、速度,接着将所获取的数据与地图数据或者说道路数据融合,计算出驾驶员位置周围的环境情况。所述地图数据能够存储在ECU中或者存储在融合模块自身的存储器中,所述融合模块能够集成在ECU中或者是单独设置的专门用于融合运算的模块。According to a preferred embodiment of the present invention, the system further has a fusion module, which performs data fusion on the detection results of the sensors through a fusion algorithm, so that the target information and road information are fused. The fusion module can acquire the required data from the detection module, such as the detected target type and speed, and then fuse the acquired data with map data or road data to calculate the environment around the driver's position. The map data can be stored in the ECU or in the memory of the fusion module itself, and the fusion module can be integrated in the ECU or a separately set module dedicated to fusion operation.

根据本发明的优选的实施方式,所述预测模块基于所述融合模块的数据融合结果进行预测,并将所述融合结果和所述预测结果发送给所述显示模块。由此能够更准确地呈现驾驶员所在位置周围的环境情况。According to a preferred embodiment of the present invention, the prediction module performs prediction based on the data fusion result of the fusion module, and sends the fusion result and the prediction result to the display module. As a result, the environment around the driver's location can be more accurately presented.

在本发明的框架内,所述显示模块优选是HUD(Head Up Display)装置。HUD装置又称为抬头显示器或者平视显示器,用于将信息投射到驾驶员的眼睛,通常被设计成在车辆的前窗(或者说挡风玻璃)上呈现车辆的行驶信息,以使驾驶员能够平视地看到行驶信息。这些行驶信息在现有技术中通常呈现在车辆的仪表板上或者车辆的中控显示器上。通过使用HUD装置能够使驾驶员将注意力集中在前方,而无需在驾驶时将注意力转移到仪表板上。Within the framework of the present invention, the display module is preferably a HUD (Head Up Display) device. HUD device, also known as head-up display or head-up display, is used to project information to the driver's eyes, and is usually designed to present the vehicle's driving information on the vehicle's front window (or windshield), so that the driver can See driving information head-up. Such driving information is usually presented on the dashboard of the vehicle or on the central control display of the vehicle in the prior art. By using the HUD unit, the driver can focus on the front without having to turn his attention to the dashboard while driving.

根据本发明的优选的实施方式,所述显示模块,尤其HUD装置能够以鸟瞰图的方式呈现车辆周围的环境信息以及所述目标的相关数据。通过鸟瞰图的方式呈现,能够使车辆周围的环境信息更加直观,有利于驾驶员快速判断并进行相应操作。According to a preferred embodiment of the present invention, the display module, especially the HUD device, can present environmental information around the vehicle and related data of the target in a bird's-eye view. Presenting in the form of a bird's-eye view can make the environmental information around the vehicle more intuitive, which is conducive to the driver's quick judgment and corresponding operations.

根据本发明的第二方面,提出一种用于显示车辆周围目标的方法,所述方法至少包括下述步骤:According to a second aspect of the present invention, a method for displaying objects around a vehicle is proposed, the method comprising at least the following steps:

检测车辆周围的目标,对所述目标进行定位;detecting objects around the vehicle, and locating the objects;

基于所述目标的检测和定位对所述目标进行预测;predicting the target based on the detection and localization of the target;

向驾驶员显示预测结果,其中,显示的信息能够被驾驶员自主地选择。The prediction results are displayed to the driver, wherein the displayed information can be selected autonomously by the driver.

根据本发明的方法,优选地,在检测步骤之后还具有数据融合步骤,在所述数据融合步骤中,将所述目标的信息和与道路信息或者说地图信息相融合,并在预测步骤中基于融合结果进行预测,在显示步骤中将所述融合结果和所述预测结果进行显示。According to the method of the present invention, preferably, there is a data fusion step after the detection step, in the data fusion step, the information sum of the target is fused with road information or map information, and in the prediction step based on The fusion result is predicted, and the fusion result and the prediction result are displayed in the display step.

根据本发明的方法能够借助根据本发明的系统来执行。The method according to the invention can be carried out by means of the system according to the invention.

在本发明的框架内,根据具体的设计需求,各个模块的顺序和功能也可以进行相应的调整,只要最终可以给出车辆周围的目标检测和轨迹预测结果。Within the framework of the present invention, according to specific design requirements, the order and function of each module can also be adjusted accordingly, as long as the target detection and trajectory prediction results around the vehicle can be finally given.

在本发明的框架内,术语“第一”、“第二”仅用于描述目的,而不能理解为指示或暗示相对重要性或者隐含指明所指示的技术特征的数量。由此,限定有“第一”、“第二”的特征可以明示或隐含地包括至少一个该特征。在本发明的描述中,“多个”的含义是两个或两个以上,除非另有明确具体的限定。Within the framework of the present invention, the terms "first" and "second" are used for descriptive purposes only and should not be understood as indicating or implying relative importance or implying the number of indicated technical features. Thus, a feature delimited with "first", "second" may expressly or implicitly include at least one of that feature. In the description of the present invention, "plurality" means two or more, unless otherwise expressly and specifically defined.

附图说明Description of drawings

下面以实施例来示意性地说明根据本发明的显示车辆周围目标检测及轨迹预测的系统和方法。The system and method for displaying object detection and trajectory prediction around a vehicle according to the present invention are schematically described below with embodiments.

图1示出了根据本发明的优选实施方式的用于显示车辆周围目标检测及轨迹预测的系统;FIG. 1 shows a system for displaying target detection and trajectory prediction around a vehicle according to a preferred embodiment of the present invention;

图2示出了以鸟瞰图的形式尤其在HUD装置上呈现的车辆周围的环境信息以及相对应的预测轨迹。FIG. 2 shows the environmental information around the vehicle and the corresponding predicted trajectory presented in the form of a bird's eye view, especially on the HUD device.

具体实施方式Detailed ways

图1中示出了根据本发明的优选实施方式的用于显示车辆周围目标检测及轨迹预测的系统。在该优选的实施方式中,根据本发明的系统具有检测模块、融合模块、预测模块和显示模块。FIG. 1 shows a system for displaying object detection and trajectory prediction around a vehicle according to a preferred embodiment of the present invention. In this preferred embodiment, the system according to the invention has a detection module, a fusion module, a prediction module and a display module.

在检测模块中尤其具有多个车载摄像头和/或毫米波雷达和/或超声波雷达和/或激光雷达,例如在车身前后各设置一个毫米波雷达和一个摄像头,在车身两侧各设置两个毫米波雷达和一个摄像头。通过车身上的毫米波雷达能够检测车辆周围的目标的速度,通过摄像头能够检测车辆周围的目标的图像数据,由此,检测模块能够获得车辆周围的其他车辆、障碍物、行人、非机动车等的信息,并且能够基于这些信息至少得到目标的种类、大小和运动速度。例如,检测模块在接收到传感器的检测信号后,对所述检测信号进行分析处理,将目标根据轮廓和/或运动速度进行归类。在本发明的框架内,检测模块优选地还能够通过方向盘转向角传感器和车轮速度传感器获取车辆行驶数据。In particular, the detection module has a plurality of on-board cameras and/or millimeter-wave radars and/or ultrasonic radars and/or lidars, for example, one millimeter-wave radar and one camera are arranged on the front and rear of the vehicle body, and two millimeter-wave radars are arranged on each side of the vehicle body. Wave radar and a camera. The millimeter-wave radar on the vehicle body can detect the speed of the target around the vehicle, and the camera can detect the image data of the target around the vehicle, so the detection module can obtain other vehicles, obstacles, pedestrians, non-motor vehicles, etc. around the vehicle. information, and at least the type, size and movement speed of the target can be obtained based on this information. For example, after receiving the detection signal of the sensor, the detection module analyzes and processes the detection signal, and classifies the target according to the contour and/or the movement speed. Within the framework of the present invention, the detection module is preferably also able to acquire vehicle driving data via the steering wheel steering angle sensor and the wheel speed sensor.

接着,融合模块将传感器的检测结果通过融合算法进行数据融合,使得将所述目标的信息和与道路信息相融合。所述融合模块能够从检测模块获取目标种类、速度等信息,接着将所获取的信息与地图信息或者说道路信息融合,计算出驾驶员位置周围的环境情况。Next, the fusion module performs data fusion on the detection results of the sensors through a fusion algorithm, so that the information of the target and the road information are fused. The fusion module can acquire information such as target type and speed from the detection module, and then fuse the acquired information with map information or road information to calculate the environmental conditions around the driver's position.

在融合模块进行融合运算之后,预测模块基于融合模块的数据融合结果进行预测,并将所述融合结果和所述预测结果发送给所述显示模块。由此能够更准确地呈现驾驶员所在位置周围的环境情况。After the fusion module performs fusion operation, the prediction module performs prediction based on the data fusion result of the fusion module, and sends the fusion result and the prediction result to the display module. As a result, the environment around the driver's location can be more accurately presented.

显示模块能够将车辆周围目标的相关数据和预测结果进行显示,驾驶员可以根据自身需要选择显示的样式,例如是否显示预测轨迹,选择显示预测轨迹的时间长度和颜色,选择环境感知结果的数量以及目标的种类等。驾驶员能够通过设置在显示模块上的控制面板进行选择。该控制面板也可以不设置在显示模块上,例如设置在车辆中控上、与车辆相连接的移动设备上。The display module can display the relevant data and prediction results of the targets around the vehicle. The driver can choose the display style according to his own needs, such as whether to display the predicted trajectory, choose the time length and color of the predicted trajectory, choose the number of environmental perception results and type of target, etc. The driver can make selections through a control panel provided on the display module. The control panel may also not be provided on the display module, for example, it is provided on the central control of the vehicle or on the mobile device connected to the vehicle.

在图1示出的系统中,示例性地,驾驶员能够根据自身需求选择将不同的目标呈现为不同的颜色,例如将危险性较大的目标呈现为红色,将具有一定危险性的目标呈现为黄色,将静止的或者与本车辆相对静止的目标呈现为绿色。所述“危险性”尤其指的是与车辆产生碰撞的可能性。In the system shown in FIG. 1 , for example, the driver can choose to present different targets in different colors according to their own needs, for example, present a more dangerous target in red, and present a certain dangerous target in red. In yellow, objects that are stationary or relatively stationary relative to the vehicle are displayed in green. The "risk" refers in particular to the possibility of a collision with the vehicle.

还可以设想的是,驾驶员能够针对不同类别的目标进行不同的设置,例如将本身静止的目标(例如护栏、绿化带)设置为始终呈现为绿色,将运动的目标(例如行人、非机动车、其他车辆)根据其相对速度设置为呈现不同的颜色。It is also conceivable that the driver can make different settings for different types of targets, for example, set the stationary target (such as guardrail, green belt) to always appear green, and the moving target (such as pedestrian, non-motor vehicle) , other vehicles) are set to appear different colors based on their relative speed.

在图2中示出了以鸟瞰图的形式尤其在HUD装置上呈现的车辆周围的环境信息以及相对应的预测轨迹。Figure 2 shows the environmental information around the vehicle and the corresponding predicted trajectory presented in the form of a bird's-eye view, especially on the HUD device.

在图2中,位于中间车道的“目标车辆”代表驾驶员所在的车辆,由图2可见,在驾驶员所处的位置周围,在左侧有一大型卡车,左前方道路有欲横穿马路的行人,正前方有从左向右行驶的非机动车,右前方有一乘用车,右侧也有欲横穿马路的行人,以及右后方有远离驾驶员的非机动车。在图2中,每个目标旁具有其预测轨迹(以多个折线的方式示出)。可以设想的是,该预测轨迹以不同的颜色显示,以表示其不同的运动速度;或者在该预测轨迹旁(例如上方或者下方)以数字示出其运动速度。在此,“运动速度”可以表示绝对运动速度或相对运动速度,绝对运动速度是指该目标相对于地面的速度,相对运动速度是指该目标相对于目标车辆的速度。在以颜色表示不同的运动速度的情况下,例如以绿色表示远离,以红色表示靠近,并且还可以根据颜色的深浅来表示远离或者靠近的速度快慢;在以数字表示运动速度的情况下,例如能够以数字前的“+”表示靠近,以数字前的“-”表示远离。In Figure 2, the "target vehicle" in the middle lane represents the vehicle where the driver is. It can be seen from Figure 2 that around the driver's position, there is a large truck on the left, and there is a road ahead on the left that wants to cross the road. For pedestrians, there is a non-motorized vehicle driving from left to right in front, a passenger car in the front right, a pedestrian on the right who wants to cross the road, and a non-motorized vehicle away from the driver in the rear right. In Figure 2, each target has its predicted trajectory next to it (shown as a number of broken lines). It is conceivable that the predicted trajectory is displayed in different colors to indicate its different speed of movement; or its speed of movement is shown numerically beside (eg above or below) the predicted trajectory. Here, "moving speed" can mean absolute moving speed or relative moving speed, absolute moving speed refers to the speed of the target relative to the ground, and relative moving speed refers to the speed of the target relative to the target vehicle. In the case of expressing different moving speeds by color, for example, green means moving away, red means approaching, and the speed of moving away or approaching can also be expressed according to the depth of the color; in the case of expressing moving speed by numbers, such as You can use a "+" before the number to indicate closeness, and a "-" before the number to indicate distance.

在图2所示出的示例中,例如能够将右后方远离驾驶员的非机动车显示为绿色,但也可以出于清楚性而不显示该非机动车,这是因为该非机动车显然具有小的危险性。而驾驶员右侧的行人和左前方的行人例如可以选择显示为黄色,将驾驶员正前方的非机动车显示为红色,这是因为驾驶员右侧的和左前方的行人具有较高的危险性,而驾驶员正前方的非机动车具有最高的危险性。In the example shown in FIG. 2 , for example, a non-motor vehicle with a rear right side away from the driver can be displayed in green, but the non-motor vehicle can also be omitted for clarity, since it is obvious that the non-motor vehicle has small risk. For example, the pedestrians on the right side of the driver and the pedestrians in front of the left can choose to be displayed in yellow, and the non-motor vehicles directly in front of the driver can be displayed in red, because the pedestrians on the right side of the driver and the pedestrians in front of the left have a higher risk. while the non-motor vehicle directly in front of the driver has the highest risk.

在图2所示出的示例中,驾驶员左右两侧的机动车尤其能够根据其相对速度进行不同地显示,例如对于右前方的乘用车,在该乘用车的车速低于目标车辆的车速的情况下(相对靠近),例如可以显示为黄色,在该乘用车的车速高于目标车辆的车速的情况下(相对远离),例如可以显示为绿色。还可以结合目标车辆的驾驶行为进行显示,例如对于右前方的乘用车,如果该乘用车的相对位置靠近目标车辆且目标车辆开启右转指示灯,则将该右前方的乘用车显示为红色。同样地,对于左侧的大型卡车,也可以采用类似的设置,例如该大型卡车的相对位置靠近目标车辆且目标车辆开启左转指示灯,则将该大型卡车显示为红色;或者,例如如果该大型卡车与目标车辆保持相对静止且小于10米的距离,在目标车辆开启左转指示灯时,将该大型卡车显示为红色,在目标车辆保持直行时,将该大型卡车显示为黄色。In the example shown in FIG. 2 , the motor vehicles on the left and right of the driver can be displayed differently in particular depending on their relative speeds, for example, for a passenger car in front of the right, where the speed of the passenger car is lower than the speed of the target vehicle In the case of the vehicle speed (relatively close), it may be displayed in yellow, for example, and if the speed of the passenger car is higher than the speed of the target vehicle (relatively far away), it may be displayed in green, for example. It can also be displayed in combination with the driving behavior of the target vehicle. For example, for a passenger car in the front right, if the relative position of the passenger car is close to the target vehicle and the target vehicle turns on the right-turn indicator, the passenger car in the front right will be displayed. is red. Similarly, for a large truck on the left, a similar setting can be used, for example, the relative position of the large truck is close to the target vehicle and the target vehicle turns on the left turn indicator, the large truck is displayed in red; or, for example, if the large truck is displayed in red; The large truck and the target vehicle remain relatively stationary and the distance is less than 10 meters. When the target vehicle turns on the left turn indicator, the large truck is displayed in red, and when the target vehicle keeps going straight, the large truck is displayed in yellow.

当然也能够设想,根据目标的种类进行不同的颜色显示,例如:将行人呈现为绿色,根据其危险性程度呈现为浅绿、绿和深绿;将非机动车呈现为黄色,根据其危险性程度呈现为浅黄、黄和深黄;将机动车呈现为红色,根据其危险性程度呈现为粉红、红和深红。所选择的颜色也可以根据驾驶员自身需求而个性化的改变。Of course, it is also conceivable to display different colors according to the type of the target, for example: the pedestrian is displayed in green, and the pedestrian is displayed in light green, green and dark green according to the degree of danger; the non-motor vehicle is displayed in yellow, according to its danger Light yellow, yellow and dark yellow are shown in the degree of danger; motor vehicles are shown in red, and pink, red and dark red according to their degree of danger. The selected color can also be personalized according to the driver's own needs.

上述的选择应当是在驾驶车辆之前进行的,并且由显示模块将所选择的参数存储起来,由此不需要重复地进行选择。在本发明的框架内,本领域技术人员能够根据本发明的构思对所显示的信息进行所需要的选择,使得危险性较高的目标能够以较高的优先级显示,危险性较低的目标以较低的优先级显示或者完全不显示,而不需要付出创造性的劳动。The above selection should be made before driving the vehicle, and the selected parameters are stored by the display module so that repeated selections are not required. Within the framework of the present invention, those skilled in the art can select the displayed information according to the concept of the present invention, so that the targets with higher risk can be displayed with higher priority, and the targets with lower risk can be displayed with higher priority. Display at a lower priority or not at all without creative effort.

应当理解,本发明以上所示出的实施例是示例性的而非限定性的,用于示出根据本发明的空气质量信息级别指示系统的典型的实施方式。更准确地说,除上述说明的实施例外,利用本发明的各个特征进行组合产生的对于本领域技术人员来说有意义的大量变型方案同样是可行的。It should be understood that the above-illustrated embodiments of the present invention are exemplary and non-limiting, and are used to illustrate typical implementations of the air quality information level indicating system according to the present invention. More precisely, in addition to the above-described embodiments, numerous variants are also possible, which are meaningful to those skilled in the art, resulting from the combination of the individual features of the invention.

Claims (10)

1.一种显示车辆周围目标检测及轨迹预测的系统,其中,所述系统至少具有:1. A system for displaying target detection and trajectory prediction around a vehicle, wherein the system at least has: 检测模块,所述检测模块具有至少一个传感器,用于对车辆周围的目标进行检测和定位;a detection module, the detection module has at least one sensor for detecting and locating objects around the vehicle; 预测模块,所述预测模块能够基于车辆周围的目标进行预测;a prediction module capable of making predictions based on objects around the vehicle; 显示模块,所述显示模块能够将车辆周围的目标的相关数据和所述预测模块的预测结果显示出来,其中,所述显示模块呈现的信息能够由驾驶员自主地选择。A display module, which can display the relevant data of the target around the vehicle and the prediction result of the prediction module, wherein the information presented by the display module can be selected by the driver autonomously. 2.根据权利要求1所述的系统,其中,所述至少一个传感器至少包括下述传感器中的一个:车载摄像头、毫米波雷达、超声波雷达、激光雷达。2. The system of claim 1, wherein the at least one sensor comprises at least one of the following sensors: vehicle camera, millimeter wave radar, ultrasonic radar, lidar. 3.根据上述权利要求中任一项所述的系统,其中,所述检测模块能够基于所述至少一个传感器的检测结果至少得到所述目标的种类、大小和运动速度。3. The system according to any one of the preceding claims, wherein the detection module is capable of obtaining at least the type, size and movement speed of the target based on the detection result of the at least one sensor. 4.根据上述权利要求中任一项所述的系统,其中,所述预测结果至少包括所述目标的运动轨迹和/或预期速度。4. The system according to any one of the preceding claims, wherein the prediction result comprises at least the movement trajectory and/or the expected speed of the target. 5.根据上述权利要求中任一项所述的系统,其中,所述系统还具有融合模块,所述融合模块将所述传感器的检测结果通过融合算法进行数据融合,使得将所述目标的信息和与道路信息相融合。5. The system according to any one of the preceding claims, wherein the system further has a fusion module, which fuses the detection results of the sensor through a fusion algorithm, so that the information of the target is fused. and integrated with road information. 6.根据权利要求5所述的系统,其中,所述预测模块基于所述融合模块的数据融合结果进行预测,并将所述融合结果和所述预测结果发送给所述显示模块。6. The system according to claim 5, wherein the prediction module performs prediction based on the data fusion result of the fusion module, and sends the fusion result and the prediction result to the display module. 7.根据上述权利要求中任一项所述的系统,其中,所述显示模块是HUD装置。7. The system of any preceding claim, wherein the display module is a HUD device. 8.根据上述权利要求中任一项所述的系统,其中,所述显示模块能够以鸟瞰图的方式呈现车辆周围的环境信息以及所述目标的相关数据。8. The system according to any one of the preceding claims, wherein the display module is capable of presenting environmental information around the vehicle and relevant data of the target in a bird's eye view. 9.一种用于显示车辆周围目标的方法,其中,所述方法至少包括下述步骤:9. A method for displaying objects around a vehicle, wherein the method comprises at least the steps of: 检测车辆周围的目标,对所述目标进行定位;detecting objects around the vehicle, and locating the objects; 基于所述目标的检测和定位对所述目标进行预测;predicting the target based on the detection and localization of the target; 向驾驶员显示预测结果,其中,显示的信息能够被驾驶员自主地选择。The prediction results are displayed to the driver, wherein the displayed information can be selected autonomously by the driver. 10.根据权利要求9所述的方法,其中,在检测步骤之后还具有数据融合步骤,在所述数据融合步骤中,将所述目标的信息和与道路信息相融合,并在预测步骤中基于融合结果进行预测,在显示步骤中将所述融合结果和所述预测结果进行显示。10. The method according to claim 9, wherein there is a data fusion step after the detection step, in the data fusion step, the information sum of the target and the road information are fused, and in the prediction step based on the road information. The fusion result is predicted, and the fusion result and the prediction result are displayed in the display step.
CN202210258687.3A 2022-03-16 2022-03-16 System and method for displaying detection and track prediction of targets around vehicle Pending CN114523905A (en)

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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115755405A (en) * 2022-11-23 2023-03-07 梅赛德斯-奔驰集团股份公司 Method and apparatus for driving assistance based on augmented reality technology
CN115891644A (en) * 2022-12-13 2023-04-04 南京睿维视科技有限公司 Display method, device, vehicle and storage medium
WO2023179086A1 (en) * 2022-08-26 2023-09-28 东莞理工学院 Lidar driving environment cognitive system based on visual area guidance

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2023179086A1 (en) * 2022-08-26 2023-09-28 东莞理工学院 Lidar driving environment cognitive system based on visual area guidance
CN115755405A (en) * 2022-11-23 2023-03-07 梅赛德斯-奔驰集团股份公司 Method and apparatus for driving assistance based on augmented reality technology
CN115891644A (en) * 2022-12-13 2023-04-04 南京睿维视科技有限公司 Display method, device, vehicle and storage medium

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