CN106272478A - A kind of full-automatic shopping robot and using method - Google Patents
A kind of full-automatic shopping robot and using method Download PDFInfo
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- CN106272478A CN106272478A CN201610873492.4A CN201610873492A CN106272478A CN 106272478 A CN106272478 A CN 106272478A CN 201610873492 A CN201610873492 A CN 201610873492A CN 106272478 A CN106272478 A CN 106272478A
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J11/00—Manipulators not otherwise provided for
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J9/00—Programme-controlled manipulators
- B25J9/16—Programme controls
- B25J9/1656—Programme controls characterised by programming, planning systems for manipulators
- B25J9/1664—Programme controls characterised by programming, planning systems for manipulators characterised by motion, path, trajectory planning
- B25J9/1666—Avoiding collision or forbidden zones
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J9/00—Programme-controlled manipulators
- B25J9/16—Programme controls
- B25J9/1674—Programme controls characterised by safety, monitoring, diagnostic
- B25J9/1676—Avoiding collision or forbidden zones
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J9/00—Programme-controlled manipulators
- B25J9/16—Programme controls
- B25J9/1694—Programme controls characterised by use of sensors other than normal servo-feedback from position, speed or acceleration sensors, perception control, multi-sensor controlled systems, sensor fusion
- B25J9/1697—Vision controlled systems
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Abstract
本发明公开了一种全自动购物机器人,包括主控机器人平台、购物篮,所述购物篮固定设置于所述主控机器人平台的正上方,所述主控机器人平台的顶端设置有显示屏、深度摄像头,所述深度摄像头的设置于所述显示屏侧部,所述主控机器人平台上位于所述购物篮的后部设置有红外扫码器,所述主控机器人平台的上方位于所述购物篮的前部设置有机械臂,所述机械臂上设置有若干个机械手关节,所述机械手关节上设置有机械爪,所述机械爪的外侧上方设置有微型摄像头,便于主控机器人平台能够拍摄到机械爪的前方图像,确认目标进行抓取。本发明实现了机器人自主购物的目标,解决了机器人自主避障、自主识别目标、自主定位的技术问题。
The invention discloses a fully automatic shopping robot, which includes a main control robot platform and a shopping basket, the shopping basket is fixedly arranged directly above the main control robot platform, and a display screen, A depth camera, the depth camera is arranged on the side of the display screen, an infrared code scanner is arranged on the rear of the shopping basket on the main control robot platform, and the top of the main control robot platform is located on the The front part of the shopping basket is provided with a mechanical arm, the mechanical arm is provided with several manipulator joints, the manipulator joints are provided with mechanical claws, and a miniature camera is provided on the upper side of the mechanical claws, so that the main control robot platform can Take a picture of the front of the gripper, confirm the target and grab it. The invention realizes the robot's autonomous shopping goal, and solves the technical problems of the robot's autonomous obstacle avoidance, autonomous identification of targets, and autonomous positioning.
Description
技术领域technical field
本发明涉及一种全自动购物机器人及使用方法,属于自动化与机电技术领域。The invention relates to a fully automatic shopping robot and a use method thereof, which belong to the field of automation and electromechanical technology.
背景技术Background technique
随着技术的不断发展,尤其是机器人技术迅速发展,机器人已经应用到越来越多的领域,从各种危险的领域到人们的日常生活中,极大的方便了人们的生活。With the continuous development of technology, especially the rapid development of robot technology, robots have been applied to more and more fields, from various dangerous fields to people's daily life, which greatly facilitates people's life.
随着经济的发展,人们的消费需求越来越高,而网络购物并不能满足大部分消费者的需求,尤其是超市仍然是人们购物的主要场所。本申请,可以方便人们的购物,节省大量时间,尤其是方便了老年人和行动不便的人群。With the development of the economy, people's consumption demand is getting higher and higher, but online shopping cannot meet the needs of most consumers, especially supermarkets are still the main place for people to shop. The application can facilitate people's shopping and save a lot of time, especially for the elderly and people with disabilities.
发明内容Contents of the invention
本发明的目的在于,克服现有技术存在的缺陷,解决上述技术问题,提出一种全自动购物机器人及使用方法,实现机器人自主购物的目标,解决机器人自主避障、自主识别目标、自主定位的技术问题。The purpose of the present invention is to overcome the defects in the prior art, solve the above-mentioned technical problems, propose a fully automatic shopping robot and its use method, realize the goal of the robot's autonomous shopping, and solve the problems of the robot's autonomous obstacle avoidance, autonomous identification of targets, and autonomous positioning. technical problem.
本发明采用如下技术方案:一种全自动购物机器人,其特征在于,包括主控机器人平台、购物篮,所述购物篮固定设置于所述主控机器人平台的正上方,所述主控机器人平台的顶端设置有显示屏、深度摄像头,所述深度摄像头的设置于所述显示屏侧部,所述主控机器人平台上位于所述购物篮的后部设置有红外扫码器,所述主控机器人平台的上方位于所述购物篮的前部设置有机械臂,所述机械臂上设置有若干个机械手关节,所述机械手关节上设置有机械爪,所述机械爪的外侧上方设置有微型摄像头,便于主控机器人平台能够拍摄到机械爪的前方图像,确认目标进行抓取;所述微型摄像头与所述机械手关节电联接,所述机械手关节与所述机械臂电联接,所述红外扫码器、所述深度摄像头、所述显示屏、所述机械臂分别与所述主控机器人平台电联接;所述主控机器人平台上还设置有红外传感器、碰撞传感器、悬崖传感器、视觉传感器。The present invention adopts the following technical scheme: a fully automatic shopping robot, which is characterized in that it includes a main control robot platform and a shopping basket, the shopping basket is fixedly arranged directly above the main control robot platform, and the main control robot platform The top of the screen is provided with a display screen and a depth camera, and the depth camera is arranged on the side of the display screen, and an infrared scanner is arranged on the rear of the shopping basket on the main control robot platform. The upper part of the robot platform is located at the front of the shopping basket and is provided with a mechanical arm. The mechanical arm is provided with several manipulator joints. The manipulator joints are provided with mechanical claws. , so that the main control robot platform can take pictures of the front image of the mechanical claw, and confirm the target to be grasped; The device, the depth camera, the display screen, and the robotic arm are respectively electrically connected to the main control robot platform; the main control robot platform is also provided with an infrared sensor, a collision sensor, a cliff sensor, and a visual sensor.
优选地,所述主控机器人平台采用TurtleBot2机器人平台。Preferably, the main control robot platform adopts TurtleBot2 robot platform.
优选地,所述显示屏采用触控显示屏,用于展示超市物品并让用户选择所需购买商品;所述显示屏与水平面的倾角为60度,便于用户查看选择。Preferably, the display screen adopts a touch screen display screen, which is used to display supermarket items and allow users to select desired purchase items; the inclination angle between the display screen and the horizontal plane is 60 degrees, which is convenient for users to check the selection.
优选地,所述红外扫码器与所述购物篮采用铰链连接,便于红外扫码器对不同高度目标进行扫描确认。Preferably, the infrared code scanner and the shopping basket are hinged to facilitate the infrared code scanner to scan and confirm objects at different heights.
优选地,所述机械臂采用6个自由度,所述机械臂设置于所述红外扫码器的另一端,确保在机械爪抓取目标时不会对深度摄像头和红外扫码器产生影响。Preferably, the mechanical arm adopts 6 degrees of freedom, and the mechanical arm is arranged at the other end of the infrared code scanner to ensure that the depth camera and the infrared code scanner will not be affected when the mechanical claw grabs the target.
本发明还提出一种全自动购物机器人的使用方法,其特征在于,包括如下步骤:The present invention also proposes a method for using a fully automatic shopping robot, which is characterized in that it comprises the following steps:
步骤S1:用户通过显示屏浏览超市物品,选择购物清单,转入步骤S2;Step S1: The user browses the supermarket items through the display screen, selects the shopping list, and proceeds to step S2;
步骤S2:根据用户选择,主控机器人平台对步骤S1所选物品进行建模,转入步骤S3;Step S2: According to the user's selection, the main control robot platform models the item selected in step S1, and proceeds to step S3;
步骤S3:通过K-MEANS聚类算法和遗传算法进行路径规划,基于霍夫变换和Cam-shift跟踪算法这两种图像处理算法提取目标图像特征,规划完成后根据路径开始购物,转入步骤S4;Step S3: Carry out path planning through K-MEANS clustering algorithm and genetic algorithm, and extract target image features based on the two image processing algorithms of Hough transform and Cam-shift tracking algorithm. After the planning is completed, start shopping according to the path, and then go to step S4 ;
步骤S4:主控机器人平台通过其上设置的红外传感器、碰撞传感器、悬崖传感器、视觉传感器在行进路线过程中自主避障,包括静态的物品和动态的其他消费者或其他机器人,直到定位到目标地点,转入步骤S5;Step S4: The main control robot platform uses the infrared sensors, collision sensors, cliff sensors, and visual sensors set on it to avoid obstacles autonomously during the course of the route, including static items and dynamic other consumers or other robots, until the target is located place, go to step S5;
步骤S5:到达定位目标物品后,首先通过红外扫码器进行扫码确认目标,若判断为是,则机械臂开始抓取目标物品,通过机械臂上的微型摄像头确认目标物品的位置,实施抓取任务,并转入步骤S6;若判断为不是,则转入步骤S4进行重新定位;Step S5: After arriving at the target item, first scan the code to confirm the target through the infrared scanner. If the judgment is yes, the robotic arm starts to grab the target item, and confirms the position of the target item through the miniature camera on the robotic arm, and implements the grab Get task, and proceed to step S6; If judged as not, then proceed to step S4 and carry out repositioning;
步骤S6:重复步骤S4、步骤S5依次获取所有目标物品,完成任务回到起点,将所有目标物品放入用户的购物篮中。Step S6: Repeat steps S4 and S5 to obtain all target items in turn, complete the task and return to the starting point, and put all target items into the user's shopping basket.
本发明所达到的有益效果:(1)本发明的一种全自动购物机器人实现了机器人自主购物的目标,解决了机器人自主避障、自主识别目标、自主定位的技术问题;(2)本发明的机械臂与红外扫码器、深度摄像头利用空间错开设置,防止抓取目标过程中发生干涉;(3)本发明的显示屏与水平面的倾角为60度,便于用户查看所选择的目标物品;(4)本发明通过红外扫码器进行目标物品的判定,判断准确而又迅速。The beneficial effects achieved by the present invention: (1) a fully automatic shopping robot of the present invention realizes the goal of autonomous shopping of the robot, and solves the technical problems of autonomous obstacle avoidance, autonomous identification of targets, and autonomous positioning of the robot; (2) the present invention The mechanical arm, the infrared code scanner, and the depth camera are arranged in a staggered space to prevent interference in the process of grabbing the target; (3) the inclination angle between the display screen of the present invention and the horizontal plane is 60 degrees, which is convenient for the user to view the selected target item; (4) The present invention judges the target item through the infrared code scanner, and the judgment is accurate and rapid.
附图说明Description of drawings
图1是本发明的一种全自动购物机器人的结构示意图。Fig. 1 is a structural schematic diagram of a fully automatic shopping robot of the present invention.
图2是本发明的一种全自动购物机器人的使用方法的流程图。Fig. 2 is a flowchart of a method for using a fully automatic shopping robot of the present invention.
图中标记的含义:1-主控机器人平台,2-显示屏,3-深度摄像头,4-购物篮,5-红外扫码器,6-微型摄像头,7-机械爪,8-机械手关节,9-机械臂。The meaning of the marks in the picture: 1-master robot platform, 2-display screen, 3-depth camera, 4-shopping basket, 5-infrared scanner, 6-miniature camera, 7-mechanical claw, 8-manipulator joint, 9 - Mechanical arm.
具体实施方式detailed description
下面结合附图对本发明作进一步描述。以下实施例仅用于更加清楚地说明本发明的技术方案,而不能以此来限制本发明的保护范围。The present invention will be further described below in conjunction with the accompanying drawings. The following examples are only used to illustrate the technical solution of the present invention more clearly, but not to limit the protection scope of the present invention.
图1是本发明的一种全自动购物机器人的结构示意图。本发明提出一种全自动购物机器人,包括主控机器人平台1、购物篮4,购物篮4固定设置于主控机器人平台1的正上方,主控机器人平台1的顶端设置有显示屏2、深度摄像头3,深度摄像头3的设置于显示屏2侧部,主控机器人平台1上位于购物篮4的后部设置有红外扫码器5,主控机器人平台1的上方位于购物篮4的前部设置有机械臂9,机械臂9上设置有若干个机械手关节8,机械手关节8上设置有机械爪7,机械爪7的外侧上方设置有微型摄像头6,便于主控机器人平台1能够拍摄到机械爪7的前方图像,确认目标进行抓取;微型摄像头6与机械手关节8电联接,机械手关节8与机械臂9电联接,红外扫码器5、深度摄像头3、显示屏2、机械臂9分别与主控机器人平台1电联接;主控机器人平台1上还设置有红外传感器、碰撞传感器、悬崖传感器、视觉传感器,上述传感器与主控机器人平台1连接形成移动机器人视觉反馈系统。Fig. 1 is a structural schematic diagram of a fully automatic shopping robot of the present invention. The present invention proposes a fully automatic shopping robot, comprising a main control robot platform 1 and a shopping basket 4, the shopping basket 4 is fixedly arranged directly above the main control robot platform 1, and the top of the main control robot platform 1 is provided with a display screen 2, a depth The camera 3 and the depth camera 3 are arranged on the side of the display screen 2, and the infrared scanner 5 is arranged on the main control robot platform 1 at the rear of the shopping basket 4, and the top of the main control robot platform 1 is located at the front of the shopping basket 4 A mechanical arm 9 is provided, and several manipulator joints 8 are arranged on the manipulator 9. A mechanical claw 7 is arranged on the mechanical hand joint 8, and a miniature camera 6 is arranged on the outer side of the mechanical claw 7, so that the main control robot platform 1 can photograph the mechanical The front image of the claw 7, confirm the target to grab; the micro camera 6 is electrically connected to the manipulator joint 8, the manipulator joint 8 is electrically connected to the manipulator 9, the infrared scanner 5, the depth camera 3, the display screen 2, and the manipulator 9 are respectively It is electrically connected with the main control robot platform 1; the main control robot platform 1 is also provided with an infrared sensor, a collision sensor, a cliff sensor, and a visual sensor, and the above sensors are connected with the main control robot platform 1 to form a mobile robot visual feedback system.
作为一种较佳的实施例,主控机器人平台1采用TurtleBot2机器人平台;行在Ubuntu系统,同时机器人的程序设计则是采用了当前最具代表性的开源机器人操作系统ROS(Robot Operating System)。As a preferred embodiment, the main control robot platform 1 adopts the TurtleBot2 robot platform; it runs on the Ubuntu system, and the programming of the robot adopts the most representative open source robot operating system ROS (Robot Operating System).
作为一种较佳的实施例,显示屏2采用触控显示屏,用于展示超市物品并让用户选择所需购买商品;显示屏2与水平面的倾角为60度,便于用户查看选择。As a preferred embodiment, the display screen 2 adopts a touch display screen, which is used to display supermarket items and allow users to select desired purchases; the inclination angle between the display screen 2 and the horizontal plane is 60 degrees, which is convenient for users to check the selection.
作为一种较佳的实施例,红外扫码器5与购物篮4采用铰链连接,便于红外扫码器5对不同高度目标进行扫描确认。As a preferred embodiment, the infrared code scanner 5 and the shopping basket 4 are hinged to facilitate the infrared code scanner 5 to scan and confirm objects at different heights.
作为一种较佳的实施例,机械臂9采用6个自由度,机械臂9设置于红外扫码器5的另一端,确保在机械爪7抓取目标时不会对深度摄像头3和红外扫码器5产生影响。As a preferred embodiment, the mechanical arm 9 adopts 6 degrees of freedom, and the mechanical arm 9 is arranged at the other end of the infrared scanner 5 to ensure that the depth camera 3 and the infrared scanner will not be disturbed when the mechanical claw 7 grabs the target. Encoder 5 has an effect.
图2是本发明的一种全自动购物机器人的使用方法的流程图。本发明还提出一种全自动购物机器人的使用方法,其特征在于,包括如下步骤:Fig. 2 is a flowchart of a method for using a fully automatic shopping robot of the present invention. The present invention also proposes a method for using a fully automatic shopping robot, which is characterized in that it comprises the following steps:
步骤S1:用户通过显示屏2浏览超市物品,选择购物清单,转入步骤S2;Step S1: The user browses the supermarket items through the display screen 2, selects the shopping list, and proceeds to step S2;
步骤S2:根据用户选择,主控机器人平台1对步骤S1所选物品进行建模,转入步骤S3;Step S2: According to the user's selection, the main control robot platform 1 models the item selected in step S1, and proceeds to step S3;
步骤S3:通过K-MEANS聚类算法和遗传算法进行路径规划,基于霍夫变换和Cam-shift跟踪算法这两种图像处理算法提取目标图像特征,规划完成后根据路径开始购物,转入步骤S4;Step S3: Carry out path planning through K-MEANS clustering algorithm and genetic algorithm, and extract target image features based on the two image processing algorithms of Hough transform and Cam-shift tracking algorithm. After the planning is completed, start shopping according to the path, and then go to step S4 ;
步骤S4:主控机器人平台1通过其上设置的红外传感器、碰撞传感器、悬崖传感器、视觉传感器在行进路线过程中自主避障,包括静态的物品和动态的其他消费者或其他机器人,直到定位到目标地点,转入步骤S5;Step S4: The main control robot platform 1 uses the infrared sensors, collision sensors, cliff sensors, and visual sensors set on it to autonomously avoid obstacles during the course of travel, including static items and dynamic other consumers or other robots, until it locates Go to the target location and go to step S5;
步骤S5:到达定位目标物品后,首先通过红外扫码器5进行扫码确认目标,若判断为是,则机械臂9开始抓取目标物品,通过机械臂9上的微型摄像头6确认目标物品的位置,实施抓取任务,并转入步骤S6;若判断为不是,则转入步骤S4进行重新定位;Step S5: After arriving at the positioning target item, first scan the code to confirm the target through the infrared code scanner 5, if the judgment is yes, then the mechanical arm 9 starts to grab the target item, and confirm the target item through the miniature camera 6 on the mechanical arm 9 position, implement the grabbing task, and proceed to step S6; if it is judged not, then proceed to step S4 for repositioning;
步骤S6:重复步骤S4、步骤S5依次获取所有目标物品,完成任务回到起点,将所有目标物品放入用户的购物篮4中。Step S6: Repeat steps S4 and S5 to obtain all target items in sequence, complete the task and return to the starting point, and put all target items into the shopping basket 4 of the user.
以上所述仅是本发明的优选实施方式,应当指出,对于本技术领域的普通技术人员来说,在不脱离本发明技术原理的前提下,还可以做出若干改进和变形,这些改进和变形也应视为本发明的保护范围。The above is only a preferred embodiment of the present invention, and it should be pointed out that for those of ordinary skill in the art, without departing from the technical principle of the present invention, some improvements and modifications can also be made. It should also be regarded as the protection scope of the present invention.
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| CN107479559A (en) * | 2017-09-22 | 2017-12-15 | 中国地质大学(武汉) | A kind of market blindmen intelligent shopping guide system and method |
| CN107571263A (en) * | 2017-07-19 | 2018-01-12 | 江汉大学 | It is a kind of to pick up the robot for dragging for function with looking for something |
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| CN108481340A (en) * | 2018-05-06 | 2018-09-04 | 佛山市光线网络科技有限公司 | A kind of self-help shopping robot |
| US20180354139A1 (en) * | 2017-06-12 | 2018-12-13 | Kuo Guang Wang | System and method used by individuals to shop and pay in store via artificial intelligence robot |
| CN109093592A (en) * | 2018-09-11 | 2018-12-28 | 广东宏穗晶科技服务有限公司 | A kind of tracking shopping guide robot of supermarket |
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| CN110116899A (en) * | 2018-06-20 | 2019-08-13 | 深圳市太惠科技有限公司 | A kind of manipulator of included shopping box |
| WO2020141624A1 (en) * | 2019-01-02 | 2020-07-09 | 엘지전자 주식회사 | Shopping module and robot including same |
| CN112541380A (en) * | 2020-04-10 | 2021-03-23 | 深圳优地科技有限公司 | Article selection method, selection device and terminal equipment |
| US11148696B2 (en) | 2018-12-27 | 2021-10-19 | Toyota Research Institute, Inc. | Assistive robots including assemblies for accommodating obstacles and methods for using the same |
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| US11420338B2 (en) | 2018-12-27 | 2022-08-23 | Toyota Research Institute, Inc. | Assistive robot systems for container tilting |
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| US20180354139A1 (en) * | 2017-06-12 | 2018-12-13 | Kuo Guang Wang | System and method used by individuals to shop and pay in store via artificial intelligence robot |
| CN107571263A (en) * | 2017-07-19 | 2018-01-12 | 江汉大学 | It is a kind of to pick up the robot for dragging for function with looking for something |
| CN107571263B (en) * | 2017-07-19 | 2019-07-23 | 江汉大学 | It is a kind of with the robot for picking up fishing function that looks for something |
| CN107784306A (en) * | 2017-09-19 | 2018-03-09 | 浙江师范大学 | A kind of automatic shopping car based on OpenCV |
| CN107479559A (en) * | 2017-09-22 | 2017-12-15 | 中国地质大学(武汉) | A kind of market blindmen intelligent shopping guide system and method |
| CN107479559B (en) * | 2017-09-22 | 2023-08-29 | 中国地质大学(武汉) | Intelligent shopping guide system and method for blind people in mall |
| CN107879047B (en) * | 2017-12-27 | 2024-04-05 | 郭辉 | Intelligent logistics trolley and control system thereof |
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| US11453129B2 (en) | 2018-01-17 | 2022-09-27 | Toyota Research Institute, Inc. | User assisting robot for shopping applications |
| CN108326865A (en) * | 2018-02-01 | 2018-07-27 | 安徽爱依特科技有限公司 | A kind of robot remote control live streaming purchase method |
| CN108364196A (en) * | 2018-02-11 | 2018-08-03 | 杭州纳戒科技有限公司 | supermarket shopping method and device with display screen |
| CN108481340A (en) * | 2018-05-06 | 2018-09-04 | 佛山市光线网络科技有限公司 | A kind of self-help shopping robot |
| CN108262755A (en) * | 2018-05-06 | 2018-07-10 | 佛山市光线网络科技有限公司 | A kind of shopping robot |
| CN109866211A (en) * | 2018-06-20 | 2019-06-11 | 深圳市太惠科技有限公司 | A kind of manipulator of band lifting shopping box |
| CN110116899A (en) * | 2018-06-20 | 2019-08-13 | 深圳市太惠科技有限公司 | A kind of manipulator of included shopping box |
| CN109214887A (en) * | 2018-08-16 | 2019-01-15 | 榆林学院 | A kind of teleshopping system and method |
| CN109093592A (en) * | 2018-09-11 | 2018-12-28 | 广东宏穗晶科技服务有限公司 | A kind of tracking shopping guide robot of supermarket |
| US11148696B2 (en) | 2018-12-27 | 2021-10-19 | Toyota Research Institute, Inc. | Assistive robots including assemblies for accommodating obstacles and methods for using the same |
| US11420338B2 (en) | 2018-12-27 | 2022-08-23 | Toyota Research Institute, Inc. | Assistive robot systems for container tilting |
| US11505017B2 (en) | 2018-12-27 | 2022-11-22 | Toyota Research Institute, Inc. | Devices including deployable hitch assemblies and autonomous engagement systems incorporating the same |
| US11597098B2 (en) | 2018-12-27 | 2023-03-07 | Toyota Research Institute, Inc. | Assistive robot systems for container lifting |
| US11827500B2 (en) | 2018-12-27 | 2023-11-28 | Toyota Research Institute, Inc. | Assistive robot systems for transporting containers |
| WO2020141624A1 (en) * | 2019-01-02 | 2020-07-09 | 엘지전자 주식회사 | Shopping module and robot including same |
| CN109605399A (en) * | 2019-01-23 | 2019-04-12 | 田家炜 | Remotely operate smart shopper robot device |
| CN112541380A (en) * | 2020-04-10 | 2021-03-23 | 深圳优地科技有限公司 | Article selection method, selection device and terminal equipment |
| CN114074334A (en) * | 2020-08-21 | 2022-02-22 | 上海致敬科技有限公司 | Remote control shopping method and system |
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