CN111599200A - Autonomous valet parking perception decision-making method, system and vehicle terminal - Google Patents
Autonomous valet parking perception decision-making method, system and vehicle terminal Download PDFInfo
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Abstract
Description
技术领域technical field
本发明涉及通信网络技术领域,特别涉及一种自主代客泊车感知决策方法、系统以及车载终端。The invention relates to the technical field of communication networks, in particular to an autonomous valet parking perception decision-making method, system and vehicle terminal.
背景技术Background technique
在由众多原因导致的交通事故中,由于视线遮挡和盲区,而引发的交通问题占据了相当大的比例。由于车辆自身结构,车上部分位置会对驾驶员带来一定范围的视觉盲区,这将对驾驶员安全驾驶产生非常严重的影响。In traffic accidents caused by many reasons, traffic problems caused by line of sight and blind spots account for a considerable proportion. Due to the structure of the vehicle itself, some positions on the vehicle will bring a certain range of visual blind spots to the driver, which will have a very serious impact on the driver's safe driving.
在低速泊车工况下,前车及周围车辆遮挡产生的视觉盲区更为严重,由于视觉盲区的存在,后车无法及时发现前方及周围车辆、行人等障碍物,对于行车安全产生极大的隐患。现有泊车技术的感知方案一般为多传感器异构的融合感知方案,通过在车身安装两种及以上感知传感器,覆盖车辆周围不等范围,实现对特定目标和环境的感知。但即使使用异构冗余的方案,由于不同种类传感器的感知范围和适用环境存在较大差异,对不同种类目标的探测性能差异较大,同时存在明显的感知缺陷,导致仍然无法在感知范围和可靠性上达到预期水平。Under the condition of low-speed parking, the visual blind spot caused by the occlusion of the vehicle in front and surrounding vehicles is more serious. Due to the existence of the visual blind spot, the rear vehicle cannot detect obstacles such as vehicles and pedestrians in front and around it in time, which has a great impact on driving safety. hidden danger. The sensing scheme of the existing parking technology is generally a multi-sensor heterogeneous fusion sensing scheme. By installing two or more sensing sensors on the body to cover the unequal range around the vehicle, the perception of specific targets and environments is realized. However, even if the heterogeneous redundancy scheme is used, due to the large difference in the sensing range and applicable environment of different types of sensors, the detection performance of different types of targets is quite different, and there are obvious perception defects, which still cannot be used in the sensing range and Reliability reaches the expected level.
因此,亟需一种代客泊车感知决策方法、系统以及车载终端能够结合V2V技术将自车感知范围扩大到通信范围内的群体感知范围,突破了自车感知范围限制,大大扩展了感知区域,并且对即将进入自车感知区域的目标实现超前响应,还可以结合周围车辆的决策信息可以实现自车横纵向预控制。Therefore, there is an urgent need for a valet parking perception decision-making method, system and vehicle terminal that can combine the V2V technology to expand the perception range of the self-vehicle to the group perception range within the communication range, break through the limitation of the self-vehicle perception range, and greatly expand the perception area. , and realize the advance response to the target that is about to enter the perception area of the self-vehicle, and can also combine the decision-making information of the surrounding vehicles to realize the horizontal and vertical pre-control of the self-vehicle.
发明内容SUMMARY OF THE INVENTION
本发明解决的技术问题在于,提供了一种自主代客泊车感知决策方法、系统以及车载终端,能实现对自车感知盲区内目标的探测,通过持续获取通信范围内其他车辆共享的动态目标的基本信息,可以实现对超感知范围内动态目标的持续追踪和运动态势预测,基于自车轨迹路线判断与目标的相对运动关系,进而对有风险的动态目标进行提前响应,做到更早更精准的规划控制,提升了感知系统的可靠性,降低了碰撞风险。The technical problem solved by the present invention is to provide an autonomous valet parking perception decision-making method, system and vehicle terminal, which can realize the detection of the target in the blind area of the self-vehicle perception, and continuously obtain the dynamic target shared by other vehicles within the communication range. It can realize continuous tracking and motion situation prediction of dynamic targets in the super-perceptual range, judge the relative motion relationship between the target and the target based on the trajectory and route of the vehicle, and then respond to risky dynamic targets in advance, so as to achieve an earlier and faster response. Precise planning control improves the reliability of the perception system and reduces the risk of collision.
本发明解决其技术问题是采用以下的技术方案来实现的:The present invention solves its technical problem by adopting the following technical scheme to realize:
一种自主代客泊车感知决策方法,包括:建立第一车载终端与至少一个第二车载终端的通信连接;第一车载终端接收第二车载终端发送的第二感知目标信息;第一车载终端获取第一感知目标信息;第一车载终端根据第一感知目标信息和第二感知目标信息生成第一路线规划信息,并根据第一路线规划信息生成第一方向控制指令信息,以控制车辆行驶。An autonomous valet parking perception decision-making method, comprising: establishing a communication connection between a first vehicle-mounted terminal and at least one second vehicle-mounted terminal; the first vehicle-mounted terminal receiving second sensing target information sent by the second vehicle-mounted terminal; the first vehicle-mounted terminal Obtaining first sensing target information; the first vehicle-mounted terminal generates first route planning information according to the first sensing target information and the second sensing target information, and generates first direction control instruction information according to the first route planning information to control vehicle driving.
在本发明的较佳实施例中,上述建立第一车载终端与至少一个第二车载终端的通信连接的步骤包括:获取第一车载终端的位置信息;获取第一车载终端预设范围内的第二车载终端信息,建立第一车载终端与第二车载终端的通信连接。In a preferred embodiment of the present invention, the above-mentioned step of establishing a communication connection between the first vehicle-mounted terminal and at least one second vehicle-mounted terminal includes: acquiring location information of the first vehicle-mounted terminal; acquiring the first vehicle-mounted terminal within a preset range of the first vehicle-mounted terminal. Second vehicle-mounted terminal information, establish a communication connection between the first vehicle-mounted terminal and the second vehicle-mounted terminal.
在本发明的较佳实施例中,上述第一车载终端获取第一感知目标信息的步骤包括:第一车载终端通过车载传感器采集第一感知目标信息,车载传感器至少包括摄像头、超声波雷达、毫米波雷达、激光雷达中的一种。In a preferred embodiment of the present invention, the step of acquiring the first sensing target information by the first vehicle-mounted terminal includes: the first vehicle-mounted terminal collects the first sensing target information through a vehicle-mounted sensor, and the vehicle-mounted sensor at least includes a camera, an ultrasonic radar, a millimeter wave One of radar and lidar.
在本发明的较佳实施例中,上述第一车载终端根据第一感知目标信息和第二感知目标信息生成第一路线规划信息,并根据第一路线规划信息生成第一方向控制指令信息,以控制车辆行驶的步骤包括:第一车载终端根据第一感知目标信息和第二感知目标信息获取第一车载终端所在区域内的第三感知目标信息。In a preferred embodiment of the present invention, the above-mentioned first vehicle-mounted terminal generates first route planning information according to the first sensing target information and the second sensing target information, and generates first direction control instruction information according to the first route planning information, so as to The step of controlling the driving of the vehicle includes: the first vehicle-mounted terminal acquires third sensing target information in an area where the first vehicle-mounted terminal is located according to the first sensing target information and the second sensing target information.
在本发明的较佳实施例中,上述第一车载终端根据第一感知目标信息和第二感知目标信息生成第一路线规划信息,并根据第一路线规划信息生成第一方向控制指令信息,以控制车辆行驶的步骤包括:第一车载终端根据第一感知目标信息、第二感知目标信息和车辆当前的行车路线信息判断是否会发生碰撞,第一感知目标信息和第二感知目标信息中包括感知目标的相对运动信息;在第一车载终端会与第一感知目标信息或第二感知目标信息中的任一目标发生碰撞时,根据第二感知目标信息和第一感知目标信息生成第一路线规划信息。In a preferred embodiment of the present invention, the above-mentioned first vehicle-mounted terminal generates first route planning information according to the first sensing target information and the second sensing target information, and generates first direction control instruction information according to the first route planning information, so as to The step of controlling the driving of the vehicle includes: the first vehicle terminal determines whether a collision will occur according to the first sensing target information, the second sensing target information and the current driving route information of the vehicle, and the first sensing target information and the second sensing target information include the sensing target information. Relative motion information of the target; when the first vehicle-mounted terminal collides with any target in the first sensing target information or the second sensing target information, the first route plan is generated according to the second sensing target information and the first sensing target information information.
在本发明的较佳实施例中,上述第一车载终端根据第一感知目标信息和第二感知目标信息生成第一路线规划信息,并根据第一路线规划信息生成第一方向控制指令信息,以控制车辆行驶的步骤之后包括:第一车载终端将第一感知目标信息、第一路线规划信息以及第一方向控制指令信息发送至第二车载终端。In a preferred embodiment of the present invention, the above-mentioned first vehicle-mounted terminal generates first route planning information according to the first sensing target information and the second sensing target information, and generates first direction control instruction information according to the first route planning information, so as to The step of controlling the driving of the vehicle includes: the first vehicle-mounted terminal sending the first sensing target information, the first route planning information and the first direction control instruction information to the second vehicle-mounted terminal.
一种自主代客泊车感知决策方法,包括:建立第一车载终端与至少一个第二车载终端的通信连接;第一车载终端接收第二车载终端发送的第二感知目标信息和第二行车信息,第二行车信息包括第二路线规划信息和第二方向控制指令信息;第一车载终端获取第一感知目标信息;第一车载终端根据第一感知目标信息、第二感知目标信息以及第二行车信息生成第一路线规划信息,并根据第一路线规划信息生成第一方向控制指令信息,以控制车辆行驶。An autonomous valet parking perception decision-making method, comprising: establishing a communication connection between a first vehicle-mounted terminal and at least one second vehicle-mounted terminal; the first vehicle-mounted terminal receiving second sensing target information and second driving information sent by the second vehicle-mounted terminal , the second driving information includes the second route planning information and the second direction control instruction information; the first on-board terminal obtains the first sensing target information; the first on-board terminal obtains the first sensing target information, the second sensing target information and the second driving The information generates first route planning information, and generates first direction control instruction information according to the first route planning information, so as to control the driving of the vehicle.
在本发明的较佳实施例中,上述第一车载终端根据第一感知目标信息、第二感知目标信息以及第二行车信息生成第一路线规划信息,并根据第一路线规划信息生成第一方向控制指令信息,以控制车辆行驶的步骤包括:第一车载终端根据第一感知目标信息和第二感知目标信息获取第一车载终端所在区域内的第三感知目标信息,第三感知目标信息包括感知目标的相对运动信息;第一车载终端根据感知目标的相对运动信息、第二行车信息以及车辆当前的行车路线信息判断当前车辆是否会发生碰撞;若会发生碰撞,则根据第三感知目标信息和第二行车信息生成第一路线规划信息;若不会发生碰撞,则继续根据当前行车路线信息行驶。In a preferred embodiment of the present invention, the above-mentioned first vehicle-mounted terminal generates the first route planning information according to the first sensing target information, the second sensing target information and the second driving information, and generates the first direction according to the first route planning information The step of controlling the instruction information to control the driving of the vehicle includes: the first vehicle-mounted terminal obtains third sensing target information in the area where the first vehicle-mounted terminal is located according to the first sensing target information and the second sensing target information, and the third sensing target information includes the sensing target information. relative motion information of the target; the first vehicle-mounted terminal judges whether the current vehicle will collide according to the relative motion information of the sensing target, the second driving information and the current driving route information of the vehicle; if a collision occurs, the third sensing target information and The second driving information generates the first route planning information; if there is no collision, the driving continues according to the current driving route information.
一种自主代客泊车感知决策系统,包括:第一车载终端和至少一个第二车载终端;第一车载终端与至少一个第二车载终端的通信连接后,接收第二车载终端发送的第二感知目标信息,并获取第一感知目标信息,再根据第一感知目标信息和第二感知目标信息生成第一路线规划信息,并根据第一路线规划信息生成第一方向控制指令信息,以控制车辆行驶;第二车载终端与第一车载终端建立连接后,向第一车载终端发送第二感知目标信息。An autonomous valet parking perception decision-making system, comprising: a first vehicle-mounted terminal and at least one second vehicle-mounted terminal; after the first vehicle-mounted terminal is connected with the at least one second vehicle-mounted terminal, it receives a second vehicle-mounted terminal sent by the second vehicle-mounted terminal. Perceiving target information, acquiring first perceiving target information, generating first route planning information according to the first perceiving target information and second perceiving target information, and generating first direction control instruction information according to the first routing information to control the vehicle Driving; after the second vehicle-mounted terminal establishes a connection with the first vehicle-mounted terminal, it sends the second sensing target information to the first vehicle-mounted terminal.
一种车载终端,包括:感知单元、处理单元、控制单元和交互单元;感知单元,用于采集车身周围的感知目标信息,并将感知目标信息发送到处理单元;处理单元,用于接收自车的感知目标信息,以及其它车载终端发送的感知目标信息和决策信息,生成决策信息发送到控制单元;控制单元,用于根据决策信息向车载设备发送执行指令;交互单元,用于与其它车载终端建立连接,并接收或发送感知目标信息和决策信息。An in-vehicle terminal includes: a sensing unit, a processing unit, a control unit and an interaction unit; the sensing unit is used to collect sensing target information around the vehicle body and send the sensing target information to the processing unit; the processing unit is used to receive the self-vehicle The sensing target information, as well as the sensing target information and decision-making information sent by other vehicle-mounted terminals, generate decision-making information and send it to the control unit; the control unit is used to send execution instructions to the vehicle-mounted equipment according to the decision-making information; the interaction unit is used to communicate with other vehicle-mounted terminals. Establish connections, and receive or send perception target information and decision-making information.
本发明采用上述技术方案达到的技术效果是:在自车感知基础上,通过与通信范围内的车辆交换感知目标信息,从而从空间上拓展了自车感知区域,实现对自车感知盲区内目标的探测,同时对共同探测到的目标进行二次校验确认,增加了目标感知的置信度,提升了感知系统的鲁棒性和可靠性;并且通过持续收集通信范围内其他车辆共享的动态目标的基本信息,可以实现对超感知范围内动态目标的持续追踪和运动态势预测,基于自车轨迹路线判断与目标的相对运动关系,进而对有风险的动态目标进行提前响应,做到更早更精准的规划控制。The technical effect achieved by the present invention by adopting the above technical solutions is: on the basis of the perception of the self-vehicle, by exchanging perception target information with the vehicles within the communication range, the perception area of the self-vehicle is spatially expanded, and the target in the blind area of the self-vehicle perception is realized. At the same time, the secondary verification and confirmation of the jointly detected target increases the confidence of target perception and improves the robustness and reliability of the perception system; and by continuously collecting dynamic targets shared by other vehicles within the communication range It can realize continuous tracking and motion situation prediction of dynamic targets in the super-perceptual range, judge the relative motion relationship between the target and the target based on the trajectory and route of the vehicle, and then respond to risky dynamic targets in advance, so as to achieve an earlier and faster response. Precise planning control.
上述说明仅是本发明技术方案的概述,为了能够更清楚了解本发明的技术手段,而可依照说明书的内容予以实施,并且为了让本发明的上述和其他目的、特征和优点能够更明显易懂,以下特举较佳实施例,并配合附图,详细说明。The above description is only an overview of the technical solutions of the present invention, in order to be able to understand the technical means of the present invention more clearly, it can be implemented according to the content of the description, and in order to make the above and other purposes, features and advantages of the present invention more obvious and easy to understand , the preferred embodiments are given below and described in detail in conjunction with the accompanying drawings.
附图说明Description of drawings
图1为本发明的第一实施例自主代客泊车感知决策方法的流程图;1 is a flowchart of a first embodiment of an autonomous valet parking perception decision-making method of the present invention;
图2为本发明的第二实施例自主代客泊车感知决策方法的流程图;2 is a flowchart of a second embodiment of an autonomous valet parking perception decision-making method of the present invention;
图3为本发明的第三实施例自主代客泊车感知决策系统的结构示意图;3 is a schematic structural diagram of an autonomous valet parking perception decision-making system according to a third embodiment of the present invention;
图4为本发明的第四实施例车载终端的结构示意图。FIG. 4 is a schematic structural diagram of a vehicle-mounted terminal according to a fourth embodiment of the present invention.
具体实施方式Detailed ways
为更进一步阐述本发明为达成预定发明目的所采取的技术手段及功效,下面详细描述本发明的实施例,所述实施例的示例在附图中示出,其中自始至终相同或类似的标号表示相同或类似的元件或具有相同或类似功能的元件。下面所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本发明的实施例保护的范围。通过具体实施方式的说明,当可对本发明为达成预定目的所采取的技术手段及功效得以更加深入且具体的了解,而且所附图式仅是提供参考与说明之用,并非用来对本发明加以限制。In order to further illustrate the technical means and effects adopted by the present invention to achieve the intended purpose of the invention, the embodiments of the present invention will be described in detail below. Examples of the embodiments are shown in the accompanying drawings, wherein the same or similar reference numerals represent the same throughout or similar elements or elements having the same or similar functions. The embodiments described below are only some of the embodiments of the present invention, but not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative work fall within the protection scope of the embodiments of the present invention. Through the description of the specific embodiments, the technical means and effects adopted by the present invention to achieve the predetermined purpose can be more deeply and specifically understood, and the accompanying drawings are only for reference and description, not for the present invention. limit.
本发明所提供的方法适用于规定通信范围内的若干AVP车辆,车载终端基于C-V2X协议进行动态自组网。每辆AVP车辆都可与规定范围内其他车辆建立连接,获取相关感知控制信息,同时也会将自车感知控制信息共享给其他车辆。The method provided by the invention is suitable for several AVP vehicles within a specified communication range, and the vehicle-mounted terminal performs dynamic ad hoc network based on the C-V2X protocol. Each AVP vehicle can establish a connection with other vehicles within the specified range, obtain relevant perception control information, and also share the self-vehicle perception control information with other vehicles.
请参考图1,图1为本发明的第一实施例自主代客泊车感知决策方法的流程图。Please refer to FIG. 1 , which is a flowchart of a first embodiment of an autonomous valet parking perception decision-making method of the present invention.
如图1所示,本发明的第一实施例自主代客泊车感知决策方法包括以下步骤:As shown in FIG. 1 , the first embodiment of the autonomous valet parking perception decision-making method of the present invention includes the following steps:
步骤S11:建立第一车载终端与至少一个第二车载终端的通信连接;Step S11: establishing a communication connection between the first vehicle-mounted terminal and at least one second vehicle-mounted terminal;
建立第一车载终端与至少一个第二车载终端的通信连接的步骤包括:获取第一车载终端的位置信息;获取第一车载终端预设范围内的第二车载终端信息,建立第一车载终端与第二车载终端的通信连接。The step of establishing a communication connection between the first vehicle-mounted terminal and the at least one second vehicle-mounted terminal includes: acquiring position information of the first vehicle-mounted terminal; acquiring information of the second vehicle-mounted terminal within a preset range of the first vehicle-mounted terminal, establishing the first vehicle-mounted terminal and the The communication connection of the second vehicle terminal.
步骤S12:第一车载终端接收第二车载终端发送的第二感知目标信息;Step S12: the first vehicle-mounted terminal receives the second sensing target information sent by the second vehicle-mounted terminal;
具体地,感知目标信息,包括目标位置,目标速度,时间戳,置信度等信息。Specifically, perceptual target information, including target position, target speed, timestamp, confidence and other information.
步骤S13:第一车载终端获取第一感知目标信息;Step S13: the first vehicle-mounted terminal acquires the first sensing target information;
具体地,步骤S13:第一车载终端获取第一感知目标信息,包括:第一车载终端通过车载传感器采集第一感知目标信息,车载传感器至少包括摄像头、超声波雷达、毫米波雷达、激光雷达中的一种。Specifically, step S13: the first vehicle-mounted terminal acquires the first sensing target information, including: the first vehicle-mounted terminal collects the first sensing target information through the vehicle-mounted sensor, and the vehicle-mounted sensor at least includes a camera, an ultrasonic radar, a millimeter-wave radar, and a laser radar. A sort of.
步骤S14:第一车载终端根据第一感知目标信息和第二感知目标信息生成第一路线规划信息,并根据第一路线规划信息生成第一方向控制指令信息,以控制车辆行驶。Step S14: The first vehicle-mounted terminal generates first route planning information according to the first sensing target information and the second sensing target information, and generates first direction control instruction information according to the first route planning information to control the driving of the vehicle.
具体地,在一实施方式中,第一车载终端在接收到上述决策控制信息后会进行分析判断,各个感知目标的目标位置,可以用来辅助第一车载终端判断如何使用来自他车的感知目标信息以及更新自车的路径规划。Specifically, in one embodiment, the first vehicle-mounted terminal will analyze and judge after receiving the above-mentioned decision control information, and the target position of each sensing target can be used to assist the first vehicle-mounted terminal in determining how to use the sensing target from other vehicles. information and update the path plan of the vehicle.
具体地,步骤S14:第一车载终端根据第一感知目标信息和第二感知目标信息生成第一路线规划信息,并根据第一路线规划信息生成第一方向控制指令信息,以控制车辆行驶,包括:第一车载终端根据第一感知目标信息和第二感知目标信息获取第一车载终端所在区域内的第三感知目标信息。Specifically, step S14: the first vehicle-mounted terminal generates first route planning information according to the first sensing target information and the second sensing target information, and generates first direction control instruction information according to the first route planning information, so as to control the driving of the vehicle, including : The first vehicle-mounted terminal acquires the third sensing target information in the area where the first vehicle-mounted terminal is located according to the first sensing target information and the second sensing target information.
具体地,步骤S14:第一车载终端根据第一感知目标信息和第二感知目标信息生成第一路线规划信息,并根据第一路线规划信息生成第一方向控制指令信息,以控制车辆行驶,包括:第一车载终端根据第一感知目标信息、第二感知目标信息和车辆当前的行车路线信息判断是否会发生碰撞,第一感知目标信息和第二感知目标信息中包括感知目标的相对运动信息;在第一车载终端会与第一感知目标信息或第二感知目标信息中的任一目标发生碰撞时,根据第二感知目标信息和第一感知目标信息生成第一路线规划信息。Specifically, step S14: the first vehicle-mounted terminal generates first route planning information according to the first sensing target information and the second sensing target information, and generates first direction control instruction information according to the first route planning information, so as to control the driving of the vehicle, including : The first vehicle-mounted terminal judges whether a collision will occur according to the first sensing target information, the second sensing target information and the current driving route information of the vehicle, and the first sensing target information and the second sensing target information include relative motion information of the sensing target; When the first vehicle-mounted terminal collides with any target in the first sensing target information or the second sensing target information, the first route planning information is generated according to the second sensing target information and the first sensing target information.
具体地,步骤S14:第一车载终端根据第一感知目标信息和第二感知目标信息生成第一路线规划信息,并根据第一路线规划信息生成第一方向控制指令信息,以控制车辆行驶,之后包括:第一车载终端将第一感知目标信息、第一路线规划信息以及第一方向控制指令信息发送至第二车载终端。Specifically, step S14: the first vehicle-mounted terminal generates first route planning information according to the first sensing target information and the second sensing target information, and generates first direction control instruction information according to the first route planning information to control the driving of the vehicle, and then The method includes: the first vehicle-mounted terminal sends the first sensing target information, the first route planning information and the first direction control instruction information to the second vehicle-mounted terminal.
请参考图2,图2为本发明的第二实施例自主代客泊车感知决策方法的流程图。Please refer to FIG. 2 . FIG. 2 is a flowchart of an autonomous valet parking perception decision-making method according to a second embodiment of the present invention.
如图2所示,本发明的第二实施例自主代客泊车感知决策方法包括以下步骤:As shown in FIG. 2 , the second embodiment of the present invention's autonomous valet parking perception decision-making method includes the following steps:
步骤S21:建立第一车载终端与至少一个第二车载终端的通信连接;Step S21: establishing a communication connection between the first vehicle-mounted terminal and at least one second vehicle-mounted terminal;
步骤S22:第一车载终端接收第二车载终端发送的第二感知目标信息和第二行车信息,第二行车信息包括第二路线规划信息和第二方向控制指令信息;Step S22: the first vehicle-mounted terminal receives the second sensing target information and the second driving information sent by the second vehicle-mounted terminal, and the second driving information includes the second route planning information and the second direction control instruction information;
具体地,感知目标信息,包括目标位置,目标速度,时间戳,置信度等信息。第二行车信息包括周围车辆的尤其是前后车辆的位置信息,全局和/或局部路径规划,以及横纵向控制指令。Specifically, perceptual target information, including target position, target speed, timestamp, confidence and other information. The second driving information includes position information of surrounding vehicles, in particular of front and rear vehicles, global and/or local path planning, and lateral and longitudinal control commands.
步骤S23:第一车载终端获取第一感知目标信息;Step S23: the first vehicle-mounted terminal acquires the first sensing target information;
步骤S24:第一车载终端根据第一感知目标信息、第二感知目标信息以及第二行车信息生成第一路线规划信息,并根据第一路线规划信息生成第一方向控制指令信息,以控制车辆行驶。Step S24: The first vehicle-mounted terminal generates first route planning information according to the first sensing target information, the second sensing target information, and the second driving information, and generates first direction control instruction information according to the first route planning information, so as to control the driving of the vehicle .
具体地,在一实施方式中,第一车载终端根据上述所说的决策控制信息进行分析判断,局部路径和全局路径信息(第二路线规划信息)可以用来判断他车的行进规划和目标位置,可以用来辅助自车判断如何使用来自他车的感知目标信息以及更新自车的路径规划;接收到的他车横纵向控制指令则可以作为最下层的决策控制参考,辅助影响自车进行路径规划及横纵向控制,做到预控制和预响应Specifically, in one embodiment, the first vehicle-mounted terminal analyzes and judges according to the above-mentioned decision control information, and the local path and global path information (second route planning information) can be used to judge the travel plan and target position of other vehicles , which can be used to assist the ego vehicle in judging how to use the perceptual target information from other cars and update the ego car’s path planning; the received lateral and longitudinal control commands of other cars can be used as the lowest-level decision-making control reference to assist the ego car’s path. Planning and horizontal and vertical control to achieve pre-control and pre-response
具体地,第一车载终端根据第一感知目标信息、第二感知目标信息以及第二行车信息生成第一路线规划信息,并根据第一路线规划信息生成第一方向控制指令信息,以控制车辆行驶的步骤包括:第一车载终端根据第一感知目标信息和第二感知目标信息获取第一车载终端所在区域内的第三感知目标信息,第三感知目标信息包括感知目标的相对运动信息;第一车载终端根据感知目标的相对运动信息、第二行车信息以及车辆当前的行车路线信息判断当前车辆是否会发生碰撞;若会发生碰撞,则根据第三感知目标信息和第二行车信息生成第一路线规划信息;若不会发生碰撞,则继续根据当前行车路线信息行驶。Specifically, the first vehicle-mounted terminal generates first route planning information according to the first sensing target information, the second sensing target information, and the second driving information, and generates first direction control instruction information according to the first route planning information, so as to control the driving of the vehicle The steps include: the first vehicle-mounted terminal obtains third perception target information in the area where the first vehicle-mounted terminal is located according to the first perception target information and the second perception target information, and the third perception target information includes relative motion information of the perception target; The in-vehicle terminal determines whether the current vehicle will collide according to the relative motion information of the sensing target, the second driving information and the current driving route information of the vehicle; if a collision occurs, the first route is generated according to the third sensing target information and the second driving information planning information; if there is no collision, continue to drive according to the current driving route information.
本发明提供的自主代客泊车感知决策方法,基于V2V的自主代客泊车感知决策系统在自车感知基础上,通过V2V模块与通信范围内的车辆交换感知目标信息,从而从空间上拓展了自车感知区域,实现对自车感知盲区内目标的探测,同时对共同探测到的目标进行二次校验确认,增加了目标感知的置信度,提升了可靠性;通过持续获取通信范围内其他车辆共享的动态目标的基本信息,可以实现对超感知范围内动态目标的持续追踪和运动态势预测,基于自车轨迹路线判断与目标的相对运动关系,进而对有风险的动态目标进行提前响应,做到更早更精准的规划控制;而且本方法通过直接共享周围车辆的规划决策信息,可以实现在特定场景下的编队行驶和横纵向预控制,减少了紧急制动和转向概率,降低了碰撞风险,降低了车辆能耗。通过协同感知和系统控制实现效率和可靠性的提升,对场端等基础设施依赖小,易于推广和量产。The autonomous valet parking perception decision-making method provided by the present invention, the V2V-based autonomous valet parking perception decision-making system, on the basis of self-vehicle perception, exchanges perception target information with vehicles within the communication range through the V2V module, thereby expanding spatially. The self-vehicle perception area is realized, the detection of the target in the blind area of the self-vehicle perception is realized, and the jointly detected target is checked and confirmed twice, which increases the confidence of the target perception and improves the reliability; The basic information of dynamic targets shared by other vehicles can realize continuous tracking and motion situation prediction of dynamic targets in the super-perceptual range, judge the relative motion relationship with the target based on the trajectory and route of the self-vehicle, and then respond to risky dynamic targets in advance. , to achieve earlier and more accurate planning control; and this method can realize formation driving and horizontal and vertical pre-control in specific scenarios by directly sharing the planning decision-making information of surrounding vehicles, reducing the probability of emergency braking and steering, reducing the Collision risk and reduced vehicle energy consumption. Through collaborative perception and system control, efficiency and reliability are improved, and it is less dependent on infrastructure such as field terminals, and is easy to promote and mass-produce.
请参考图3,图3为本发明的第三实施例自主代客泊车感知决策系统的结构示意图。Please refer to FIG. 3 , which is a schematic structural diagram of an autonomous valet parking perception decision-making system according to a third embodiment of the present invention.
如图3所示,本发明的第三实施例自主代客泊车感知决策系统,包括:第一车载终端和至少一个第二车载终端;第一车载终端与至少一个第二车载终端的通信连接后,接收第二车载终端发送的第二感知目标信息,并获取第一感知目标信息,再根据第一感知目标信息和第二感知目标信息生成第一路线规划信息,并根据第一路线规划信息生成第一方向控制指令信息,以控制车辆行驶;第二车载终端与第一车载终端建立连接后,向第一车载终端发送第二感知目标信息。As shown in FIG. 3 , the autonomous valet parking perception decision-making system according to the third embodiment of the present invention includes: a first on-board terminal and at least one second on-board terminal; a communication connection between the first on-board terminal and at least one second on-board terminal Then, receive the second sensing target information sent by the second vehicle-mounted terminal, obtain the first sensing target information, and then generate the first route planning information according to the first sensing target information and the second sensing target information, and according to the first route planning information The first direction control instruction information is generated to control the driving of the vehicle; after the second vehicle-mounted terminal establishes a connection with the first vehicle-mounted terminal, the second sensing target information is sent to the first vehicle-mounted terminal.
具体地,在另一实施方式中,系统工作流程还包括以下步骤:S1,建立连接,第一车载终端通过交互单元发送广播握手信息,根据特定的规则与通信范围内的车辆(第二车载终端)握手确认建立连接;S2,第一车载终端在组网范围内广播发送感知目标信息、决策规划信息、控制信息;S3,第一车载终端接收组网范围内其他车辆(第二车载终端)的感知目标信息、决策规划信息、控制信息;S4,第一车载终端的处理单元按照设定的规则分析处理来自他车(第二车载终端)的感知目标信息、决策规划信息、控制信息;S5,第一车载终端的处理单元综合自车感知目标信息,来自他车(第二车载终端)感知目标信息、决策规划信息和控制信息综合生成自车决策规划信息和控制指令,发送至控制单元;S6,第一车载终端的控制单元将自车实际执行的横纵向控制指令反馈给处理单元,用于辅助处理单元做出下一步决策规划。Specifically, in another embodiment, the system workflow further includes the following steps: S1, establish a connection, the first vehicle-mounted terminal sends broadcast handshake information through the interaction unit, and communicates with the vehicle (the second vehicle-mounted terminal) within the communication range according to specific rules. ) handshake to confirm the establishment of the connection; S2, the first on-board terminal broadcasts and sends perception target information, decision-making planning information, and control information within the networking range; S3, the first on-board terminal receives the information of other vehicles (the second on-board terminal) within the networking range. Perceiving target information, decision planning information, and control information; S4, the processing unit of the first vehicle-mounted terminal analyzes and processes the perception target information, decision-making planning information, and control information from other vehicles (second vehicle-mounted terminal) according to the set rules; S5, The processing unit of the first vehicle-mounted terminal synthesizes the sensing target information of the own vehicle, and the sensing target information, decision-making planning information and control information from other vehicles (second vehicle-mounted terminal) comprehensively generates the own-vehicle decision-making planning information and control instructions, and sends them to the control unit; S6 , the control unit of the first vehicle-mounted terminal feeds back the horizontal and vertical control instructions actually executed by the vehicle to the processing unit, so as to assist the processing unit to make the next decision-making plan.
请参考图4,图4为本发明的第四实施例车载终端的结构示意图。Please refer to FIG. 4 , which is a schematic structural diagram of a vehicle-mounted terminal according to a fourth embodiment of the present invention.
如图4所示,本发明的第四实施例车载终端,包括:感知单元、处理单元、控制单元和交互单元;感知单元,用于采集车身周围的感知目标信息,并将感知目标信息发送到处理单元;处理单元,用于接收自车的感知目标信息,以及其它车载终端发送的感知目标信息和决策规划信息,生成决策规划信息发送到控制单元;控制单元,用于根据决策规划信息向车载设备发送执行指令;交互单元,用于与其它车载终端建立连接,并接收或发送感知目标信息和决策规划信息。As shown in FIG. 4 , the vehicle-mounted terminal according to the fourth embodiment of the present invention includes: a sensing unit, a processing unit, a control unit and an interaction unit; the sensing unit is used to collect sensing target information around the vehicle body and send the sensing target information to processing unit; the processing unit is used to receive the perception target information of the own vehicle, as well as the perception target information and decision planning information sent by other vehicle terminals, generate decision planning information and send it to the control unit; the control unit is used to send the information to the vehicle according to the decision planning information. The device sends execution instructions; the interaction unit is used to establish connections with other vehicle-mounted terminals, and to receive or send perception target information and decision-making planning information.
具体地,在一实施方式中,感知单元包括用于AVP功能的各类传感器,如摄像头,超声波雷达,毫米波雷达、激光雷达等,负责车辆自身的环境感知,并把传感器生成的感知数据送入处理单元进行处理。处理单元负责根据他车的感知目标信息、决策控制数据,结合自车相关信息进行运算处理,生成控制数据传送到控制单元。控制单元负责将处理单元发出的决策控制数据转化成车辆控制命令分配到不同的执行器响应相关指令。交互单元负责直接与通信范围内的AVP车辆建立连接,传输协议约定的相关感知和控制信息,在自车上将信息传输给处理单元进行分析处理。需要指出的是,交互单元是车载终端的信息传递窗口,从当前车辆的车载终端与其它车载终端连接的建立,到自车信息的发送,他车信息的接收,均是通过该单元进行。Specifically, in one embodiment, the perception unit includes various types of sensors for AVP functions, such as cameras, ultrasonic radars, millimeter-wave radars, and lidars, etc., which are responsible for the perception of the vehicle's own environment, and send the perception data generated by the sensors to into the processing unit for processing. The processing unit is responsible for performing arithmetic processing based on the perception target information and decision-making control data of other vehicles, combined with the relevant information of the own vehicle, to generate control data and transmit it to the control unit. The control unit is responsible for converting the decision control data sent by the processing unit into vehicle control commands and assigning them to different actuators to respond to the relevant commands. The interaction unit is responsible for directly establishing a connection with the AVP vehicle within the communication range, transmitting the relevant sensing and control information agreed in the protocol, and transmitting the information to the processing unit on the own vehicle for analysis and processing. It should be pointed out that the interaction unit is the information transmission window of the vehicle-mounted terminal. From the establishment of the connection between the vehicle-mounted terminal of the current vehicle and other vehicle-mounted terminals, to the transmission of own vehicle information, and the reception of other vehicle information, all are carried out through this unit.
具体地,在一实施方式中,处理单元从交互单元接收的他车信息包括感知目标信息和决策控制信息。感知目标信息包括会按照规定的协议进行封装,包括目标位置,目标速度,时间戳,置信度等信息;处理单元接收到这些信息后,会按照一定的算法对信息进行分析处理,辅助自车进行决策。除了感知目标信息外,交互单元还可以接收到通信范围内他车的决策控制信息,包括他车的局部路径规划和全局路径规划,以及他车的横纵向控制指令。这些决策控制信息进入自车处理单元后会进行分析判断,局部路径和全局路径信息可以用来判断他车的行进规划和目标位置,可以用来辅助自车判断如何使用来自他车的感知目标信息以及更新自车的路径规划;接收到的他车横纵向控制指令则可以作为最下层的决策控制参考,辅助影响自车进行路径规划及横纵向控制,做到预控制和预响应。Specifically, in one embodiment, the other vehicle information received by the processing unit from the interaction unit includes perception target information and decision control information. Perceived target information includes encapsulation according to the specified protocol, including target position, target speed, timestamp, confidence and other information; after the processing unit receives this information, it will analyze and process the information according to a certain algorithm to assist the self-vehicle to carry out decision making. In addition to perceiving target information, the interaction unit can also receive decision-making control information of other vehicles within the communication range, including local path planning and global path planning of other vehicles, as well as horizontal and vertical control instructions of other vehicles. These decision control information will be analyzed and judged after entering the processing unit of the own vehicle. The local path and global path information can be used to judge the travel plan and target position of other vehicles, and can be used to assist the own vehicle to determine how to use the perceived target information from other vehicles. And update the path planning of the own vehicle; the received horizontal and vertical control commands of other vehicles can be used as the lowest-level decision-making control reference to assist and influence the own vehicle to carry out path planning and horizontal and vertical control, so as to achieve pre-control and pre-response.
具体地,在另一实施方式中,感知单元负责车辆自身感知数据搜集,包括视觉感知信息,雷达感知信息等。处理单元不仅处理来自自车的感知目标信息,同时会接收来自通信范围内的其他车辆的感知目标信息、决策规划信息和控制信息,同时自车处理单元会将自车感知单元采集的感知目标信息、决策规划信息和控制信息进行处理后共享给通信范围内的其他车辆,以辅助其他车辆增强感知决策。Specifically, in another embodiment, the perception unit is responsible for collecting the perception data of the vehicle itself, including visual perception information, radar perception information, and the like. The processing unit not only processes the sensing target information from the own vehicle, but also receives the sensing target information, decision planning information and control information from other vehicles within the communication range. , decision planning information and control information are processed and shared with other vehicles within the communication range to assist other vehicles in enhancing perception decision-making.
应该理解的是,虽然图1、图2的流程图中的各个步骤按照箭头的指示依次显示,但是这些步骤并不是必然按照箭头指示的顺序依次执行。除非本文中有明确的说明,这些步骤的执行并没有严格的顺序限制,其可以以其他的顺序执行。而且,图1、图2中的至少一部分步骤可以包括多个子步骤或者多个阶段,这些子步骤或者阶段并不必然是在同一时刻执行完成,而是可以在不同的时刻执行,其执行顺序也不必然是依次进行,而是可以与其他步骤或者其他步骤的子步骤或者阶段的至少一部分轮流或者交替地执行。It should be understood that although the steps in the flowcharts of FIG. 1 and FIG. 2 are displayed in sequence according to the arrows, these steps are not necessarily executed in the sequence indicated by the arrows. Unless explicitly stated herein, the execution of these steps is not strictly limited to the order and may be performed in other orders. Moreover, at least a part of the steps in FIG. 1 and FIG. 2 may include multiple sub-steps or multiple stages, and these sub-steps or stages are not necessarily executed at the same time, but may be executed at different times, and the execution sequence is also It does not have to be performed sequentially, but may be performed alternately or alternately with other steps or at least a portion of sub-steps or stages of other steps.
以上结合附图详细描述了本发明的优选实施方式,但是本发明并不限于上述实施方式中的具体细节,上述实施例及附图是示例性的,附图中的模块或流程并不一定是实施本发明实施例所必须的,不能理解为对本发明的限制,在本发明的技术构思范围内,可以对本发明的技术方案进行多种简单变型和组合,这些简单变型和组合均属于本发明的保护范围。The preferred embodiments of the present invention have been described in detail above in conjunction with the accompanying drawings, but the present invention is not limited to the specific details of the above-mentioned embodiments. The above-mentioned embodiments and accompanying drawings are exemplary, and the modules or processes in the accompanying drawings are not necessarily It is necessary to implement the embodiments of the present invention and should not be construed as a limitation of the present invention. Within the scope of the technical concept of the present invention, a variety of simple modifications and combinations can be made to the technical solutions of the present invention, and these simple modifications and combinations belong to the present invention. protected range.
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