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CN113734184B - Method, device, and electronic equipment for teaming up on the road with self-driving vehicles - Google Patents

Method, device, and electronic equipment for teaming up on the road with self-driving vehicles Download PDF

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CN113734184B
CN113734184B CN202111212645.8A CN202111212645A CN113734184B CN 113734184 B CN113734184 B CN 113734184B CN 202111212645 A CN202111212645 A CN 202111212645A CN 113734184 B CN113734184 B CN 113734184B
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vehicle
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automatic driving
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CN113734184A (en
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孙玲
李亚檬
宋向辉
杨凤满
李茜瑶
王东柱
刘楠
卢立阳
刘宏本
高欢
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Research Institute of Highway Ministry of Transport
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2556/00Input parameters relating to data
    • B60W2556/45External transmission of data to or from the vehicle
    • B60W2556/65Data transmitted between vehicles

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Abstract

本发明提供了自动驾驶车辆在途组队方法、装置及电子设备;其中,该方法包括:RSU侧获取目标自动驾驶车辆发送的信息,并将组队请求信息进行周期性广播,以确认其余自动驾驶车辆中申请组队的至少一辆组队自动驾驶车辆;获取组队自动驾驶车辆的组队车辆属性信息,并根据目标车辆属性信息和组队车辆属性信息进行组队规划,得到目标组队策略;将目标组队策略分别发送至目标自动驾驶车辆和组队自动驾驶车辆,以使目标自动驾驶车辆和组队自动驾驶车辆按照目标组队策略进行组队,从而通过RSU侧实现远距离(即超出车车通信距离)自动驾驶车辆间信息交互及在途组队,提高了自动驾驶车辆在途组队的高效性和安全性。

Figure 202111212645

The present invention provides a teaming method, device and electronic equipment for self-driving vehicles; wherein, the method includes: the RSU side obtains the information sent by the target self-driving vehicle, and periodically broadcasts the teaming request information to confirm the rest of the self-driving vehicles At least one teaming self-driving vehicle that applies for teaming in the vehicle; obtain the teaming vehicle attribute information of the teaming self-driving vehicle, and perform teaming planning according to the target vehicle attribute information and teaming vehicle attribute information, and obtain the target teaming strategy ; The target team strategy is sent to the target self-driving vehicle and the group self-driving vehicle respectively, so that the target self-driving vehicle and the team self-driving vehicle carry out teaming according to the target team strategy, thereby realizing long-distance (ie (beyond the vehicle-to-vehicle communication distance) information interaction between autonomous vehicles and team formation on the road, which improves the efficiency and safety of team formation on the road for autonomous vehicles.

Figure 202111212645

Description

自动驾驶车辆在途组队方法、装置及电子设备Method, device, and electronic equipment for teaming up on the road with self-driving vehicles

技术领域technical field

本发明涉及城市智能交通和自动驾驶技术领域,尤其是涉及自动驾驶车辆在途组队方法、装置及电子设备。The invention relates to the technical fields of urban intelligent transportation and automatic driving, in particular to a teaming method, device and electronic equipment for automatic driving vehicles.

背景技术Background technique

自动驾驶车队运行是指在驾驶的过程中,多辆自动驾驶车辆作为一个整体,车与车之间保持一个近似不变的距离,以几乎不变的行驶速度向前运行。在实际应用中,自动驾驶车队运行具有以下优势:(1)车队中车头时距一般为0.5~1秒,故车道上可以行驶更多车辆,通行能力增大;(2)车队作为一个整体,减少了除第一辆车之外的其它车辆在行驶过程中的阻力,从而减少油耗和尾气排放;(3)车队中车辆自动驾驶检测相邻车之间的距离,并自动调整车辆的速度以及车辆间的距离,以使车队驾驶更加安全、舒适。Autonomous driving fleet operation means that during the driving process, multiple autonomous vehicles are taken as a whole, keeping an approximately constant distance between vehicles, and running forward at an almost constant driving speed. In practical applications, the operation of autonomous driving fleets has the following advantages: (1) The headway in the fleet is generally 0.5 to 1 second, so more vehicles can be driven on the lane, and the traffic capacity increases; (2) The fleet as a whole, Reduces the resistance of other vehicles except the first vehicle during driving, thereby reducing fuel consumption and exhaust emissions; (3) The automatic driving of vehicles in the fleet detects the distance between adjacent vehicles, and automatically adjusts the speed of the vehicle and The distance between vehicles to make team driving safer and more comfortable.

目前,自动驾驶车辆在途组队,主要依靠车辆自身传感器和车车间的通信,由于车辆自身传感器覆盖范围具有局限性,例如车辆自身感知距离约为200米、通信距离约为400米,无法获取远距离有组队需求车辆的信息,导致无法实现远距离自动驾驶车辆的在途组队。At present, self-driving vehicles team up on the road, mainly relying on the vehicle's own sensors and inter-vehicle communication. Due to the limitations of the coverage of the vehicle's own sensors, for example, the vehicle's own perception distance is about 200 meters, and the communication distance is about 400 meters. The distance from the information of the vehicles that need to form a team makes it impossible to realize the team formation of long-distance self-driving vehicles.

发明内容Contents of the invention

有鉴于此,本发明的目的在于提供自动驾驶车辆在途组队方法、装置及电子设备,以缓解上述问题,从而通过RSU侧实现远距离(即超出车车通信距离)自动驾驶车辆间信息交互及在途组队,提高了自动驾驶车辆在途组队的高效性和安全性。In view of this, the object of the present invention is to provide a teaming method, device and electronic equipment for self-driving vehicles on the road, so as to alleviate the above-mentioned problems, so as to realize information interaction and On-the-go teaming improves the efficiency and safety of self-driving vehicles on-the-go teaming.

第一方面,本发明实施例提供了一种自动驾驶车辆在途组队方法,应用于RSU侧,RSU侧与车辆侧通信连接;其中,车辆侧包括:同一行驶方向的多辆自动驾驶车辆,且,任意两辆自动驾驶车辆之间的距离不小于车车通信距离,该方法包括:获取目标自动驾驶车辆发送的信息;其中,信息包括:目标车辆属性信息和组队请求信息;将组队请求信息进行周期性广播,以确认其余自动驾驶车辆中申请组队的至少一辆组队自动驾驶车辆;获取组队自动驾驶车辆的组队车辆属性信息,并根据目标车辆属性信息和组队车辆属性信息进行组队规划,得到目标组队策略;将目标组队策略分别发送至目标自动驾驶车辆和组队自动驾驶车辆,以使目标自动驾驶车辆和组队自动驾驶车辆按照目标组队策略进行组队。In the first aspect, an embodiment of the present invention provides a teaming method for autonomous vehicles on the road, which is applied to the RSU side, and the RSU side communicates with the vehicle side; wherein, the vehicle side includes: multiple autonomous vehicles in the same driving direction, and , the distance between any two self-driving vehicles is not less than the vehicle-to-vehicle communication distance, the method includes: obtaining information sent by the target self-driving vehicle; wherein, the information includes: target vehicle attribute information and teaming request information; forming the teaming request The information is periodically broadcast to confirm at least one teaming self-driving vehicle among the remaining self-driving vehicles that applies for teaming; obtain the teaming vehicle attribute information of the teaming self-driving vehicles, and according to the target vehicle attribute information and the teaming vehicle attributes The information is used for team planning to obtain the target team strategy; the target team strategy is sent to the target autonomous vehicle and the team autonomous vehicle, so that the target autonomous vehicle and the team autonomous vehicle can be organized according to the target team strategy. team.

进一步,本发明实施例提供了第一方面的第一种可能的实施方式,其中,每辆自动驾驶车辆的车辆属性信息包括:静态信息和动态信息;其中,静态信息包括:车身参数和车辆发动机功率,动态信息包括:实时位置和实时速度;上述根据目标车辆属性信息和组队车辆属性信息进行组队规划的步骤,包括:根据目标自动驾驶车辆的目标动态信息和组队自动驾驶车辆的组队动态信息,以油耗为目标进行组队规划,得到目标组队策略;其中,目标组队策略包括:组队过程中,目标自动驾驶车辆对应的第一组队速度,组队自动驾驶车辆对应的第二组队速度,以及组队完成时间。Further, the embodiment of the present invention provides a first possible implementation of the first aspect, wherein the vehicle attribute information of each self-driving vehicle includes: static information and dynamic information; wherein the static information includes: body parameters and vehicle engine The power and dynamic information include: real-time position and real-time speed; the above-mentioned steps of team planning according to the attribute information of the target vehicle and the attribute information of the team vehicles include: according to the target dynamic information of the target self-driving vehicle and the group of the team self-driving vehicles Team dynamic information, team planning with fuel consumption as the goal, and target team strategy; among them, the target team strategy includes: the team formation process, the first team speed corresponding to the target self-driving vehicle, and the corresponding speed of the team self-driving vehicle. The speed of the second team formation, and the team completion time.

进一步,本发明实施例提供了第一方面的第二种可能的实施方式,其中,上述将目标组队策略分别发送至目标自动驾驶车辆和组队自动驾驶车辆的步骤,包括:将第一组队速度和组队完成时间发送至目标自动驾驶车辆,以及,将第二组队速度和组队完成时间发送至组队自动驾驶车辆,以使目标自动驾驶车辆按照第一组队速度、组队自动驾驶车辆按照第二组队速度进行组队。Further, an embodiment of the present invention provides a second possible implementation of the first aspect, wherein the above-mentioned step of sending the target teaming strategy to the target autonomous vehicle and the teamed autonomous vehicle includes: sending the first group The team speed and team completion time are sent to the target self-driving vehicle, and the second team speed and team completion time are sent to the team self-driving vehicle, so that the target self-driving vehicle follows the first team speed, team formation The self-driving vehicles form teams according to the second team speed.

进一步,本发明实施例提供了第一方面的第三种可能的实施方式,其中,该方法还包括:获取目标自动驾驶车辆发送的组队信息;其中,组队信息包括以下至少之一:组队ID信息、领航车辆的ID信息、组队的行驶方向、组队的当前位置、组队内各车型信息、组队的巡航速度、组队的车间距、组队的成员数、组队成员的ID列表、组队的长度和组队的行驶路线;将组队信息发送至组队自动驾驶车辆。Further, an embodiment of the present invention provides a third possible implementation of the first aspect, wherein the method further includes: acquiring team formation information sent by the target self-driving vehicle; wherein the team formation information includes at least one of the following: Team ID information, ID information of the leading vehicle, driving direction of the team, current position of the team, information of each model in the team, cruising speed of the team, distance between cars of the team, number of members of the team, members of the team The ID list of the team, the length of the team and the driving route of the team; send the team information to the team's self-driving vehicles.

进一步,本发明实施例提供了第一方面的第四种可能的实施方式,其中,每辆自动驾驶车辆还配置有自由巡航模式和组队巡航模式,该方法还包括:当监听到组队完成时,生成模式切换指令;将模式切换指令分别发送至目标自动驾驶车辆和组队自动驾驶车辆,以使目标自动驾驶车辆和组队自动驾驶车辆均根据模式切换指令从自由巡航模式切换为组队巡航模式。Further, the embodiment of the present invention provides a fourth possible implementation of the first aspect, wherein each self-driving vehicle is also configured with a free cruising mode and a team cruising mode, and the method further includes: when it is detected that the team is completed , generate a mode switching instruction; send the mode switching instructions to the target autonomous vehicle and the team autonomous vehicle, so that the target autonomous vehicle and the team autonomous vehicle switch from the free cruising mode to the team according to the mode switching instruction cruise mode.

进一步,本发明实施例提供了第一方面的第五种可能的实施方式,其中,上述组队请求信息还携带有优先级信息,该方法还包括:获取组队请求信息集合;其中,组队请求信息集合包括同一时刻的多个组队请求信息,每个组队请求信息对应不同的自动驾驶车辆;基于组队请求信息携带的优先级信息,确定目标组队请求信息。Further, an embodiment of the present invention provides a fifth possible implementation manner of the first aspect, wherein the above-mentioned team formation request information also carries priority information, and the method further includes: acquiring a team formation request information set; The request information set includes multiple teaming request information at the same time, and each teaming request information corresponds to a different autonomous vehicle; based on the priority information carried in the teaming request information, the target teaming request information is determined.

进一步,本发明实施例提供了第一方面的第六种可能的实施方式,其中,上述确认其余自动驾驶车辆中申请组队的至少一辆组队自动驾驶车辆的步骤,包括:当监听到确认申请组队信息时,将其余自动驾驶车辆中,确认申请组队信息对应的自动驾驶车辆确认为组队自动驾驶车辆。Further, an embodiment of the present invention provides a sixth possible implementation manner of the first aspect, wherein the above-mentioned step of confirming at least one teamed autonomous vehicle among the remaining autonomous vehicles that applies to form a team includes: When applying for team formation information, among the remaining self-driving vehicles, the self-driving vehicle corresponding to the confirmed application team information is confirmed as the team self-driving vehicle.

第二方面,本发明实施例还提供一种自动驾驶车辆在途组队装置,应用于RSU侧,RSU侧与车辆侧通信连接;其中,车辆侧包括:同一行驶方向的多辆自动驾驶车辆,且,任意两辆自动驾驶车辆之间的距离不小于车车通信距离,该装置包括:获取模块,用于获取目标自动驾驶车辆发送的信息;其中,信息包括:目标车辆属性信息和组队请求信息;广播模块,用于将组队请求信息进行周期性广播,以确认其余自动驾驶车辆中申请组队的至少一辆组队自动驾驶车辆;规划模块,用于获取组队自动驾驶车辆的组队车辆属性信息,并根据目标车辆属性信息和组队车辆属性信息进行组队规划,得到目标组队策略;发送模块,用于将目标组队策略分别发送至目标自动驾驶车辆和组队自动驾驶车辆,以使目标自动驾驶车辆和组队自动驾驶车辆按照目标组队策略进行组队。In the second aspect, the embodiment of the present invention also provides an on-road teaming device for autonomous vehicles, which is applied to the RSU side, and the RSU side communicates with the vehicle side; wherein, the vehicle side includes: multiple autonomous vehicles in the same driving direction, and , the distance between any two self-driving vehicles is not less than the vehicle-to-vehicle communication distance, the device includes: an acquisition module, used to acquire information sent by the target self-driving vehicle; wherein, the information includes: target vehicle attribute information and team formation request information ; The broadcast module is used to periodically broadcast the teaming request information to confirm at least one teaming self-driving vehicle among the remaining self-driving vehicles that applies for teaming; the planning module is used to obtain the teaming of the teaming self-driving vehicles Vehicle attribute information, and team planning according to the target vehicle attribute information and team vehicle attribute information to obtain the target team strategy; the sending module is used to send the target team strategy to the target autonomous vehicle and the team autonomous vehicle , so that the target autonomous vehicle and the team autonomous vehicle form a team according to the target team strategy.

第三方面,本发明实施例还提供一种电子设备,包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,处理器执行计算机程序时实现上述第一方面的方法的步骤。In the third aspect, the embodiment of the present invention also provides an electronic device, including a memory, a processor, and a computer program stored on the memory and operable on the processor. When the processor executes the computer program, the method of the above-mentioned first aspect is implemented. step.

第四方面,本发明实施例还提供一种计算机可读存储介质,计算机可读存储介质上存储有计算机程序,计算机程序被处理器运行时执行上述第一方面的方法的步骤。In a fourth aspect, an embodiment of the present invention further provides a computer-readable storage medium, on which a computer program is stored, and when the computer program is run by a processor, the steps of the above-mentioned method in the first aspect are executed.

本发明实施例带来了以下有益效果:Embodiments of the present invention bring the following beneficial effects:

本发明实施例提供了自动驾驶车辆在途组队方法、装置及电子设备,通过RSU侧获取目标自动驾驶车辆发送的信息,并将组队请求信息进行周期性广播,以确认其余自动驾驶车辆中申请组队的至少一辆组队自动驾驶车辆;以及,获取组队自动驾驶车辆的组队车辆属性信息,并进行组队规划,得到目标组队策略;最后,将目标组队策略分别发送至目标自动驾驶车辆和组队自动驾驶车辆,以使目标自动驾驶车辆和组队自动驾驶车辆按照目标组队策略进行组队,从而通过RSU侧,实现远距离(即超出车车通信距离)自动驾驶车辆间信息交互及在途组队,提高了自动驾驶车辆在途组队的高效性和安全性。The embodiment of the present invention provides a teaming method, device and electronic equipment for self-driving vehicles. The information sent by the target self-driving vehicle is obtained through the RSU side, and the teaming request information is broadcast periodically to confirm the application status of other self-driving vehicles. At least one teamed self-driving vehicle in the team; and, obtain the team vehicle attribute information of the teamed self-driving vehicle, and perform team planning to obtain the target team strategy; finally, send the target team strategy to the target Self-driving vehicles and grouping self-driving vehicles, so that the target self-driving vehicles and grouping self-driving vehicles are grouped according to the target teaming strategy, so as to realize long-distance (that is, beyond the vehicle-to-vehicle communication distance) self-driving vehicles through the RSU side Information exchange between vehicles and on-the-go teaming improve the efficiency and safety of autonomous vehicle on-the-go teaming.

本发明的其他特征和优点将在随后的说明书中阐述,并且,部分地从说明书中变得显而易见,或者通过实施本发明而了解。本发明的目的和其他优点在说明书以及附图中所特别指出的结构来实现和获得。Additional features and advantages of the invention will be set forth in the description which follows, and in part will be apparent from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and appended drawings.

为使本发明的上述目的、特征和优点能更明显易懂,下文特举较佳实施例,并配合所附附图,作详细说明如下。In order to make the above-mentioned objects, features and advantages of the present invention more comprehensible, preferred embodiments will be described in detail below together with the accompanying drawings.

附图说明Description of drawings

为了更清楚地说明本发明具体实施方式或现有技术中的技术方案,下面将对具体实施方式或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图是本发明的一些实施方式,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the specific implementation of the present invention or the technical solutions in the prior art, the following will briefly introduce the accompanying drawings that need to be used in the specific implementation or description of the prior art. Obviously, the accompanying drawings in the following description The drawings show some implementations of the present invention, and those skilled in the art can obtain other drawings based on these drawings without any creative work.

图1为本发明实施例提供的一种自动驾驶车辆在途组队的应用场景图;Fig. 1 is an application scene diagram of a team of self-driving vehicles in transit provided by an embodiment of the present invention;

图2为本发明实施例提供的一种自动驾驶车辆在途组队方法的流程图;Fig. 2 is a flow chart of a method for forming a team of self-driving vehicles in transit according to an embodiment of the present invention;

图3为本发明实施例提供的另一种自动驾驶车辆在途组队的应用场景图;FIG. 3 is an application scene diagram of another self-driving vehicle on-the-go team formation provided by the embodiment of the present invention;

图4为本发明实施例提供的另一种自动驾驶车辆在途组队方法的流程图;FIG. 4 is a flow chart of another method for forming a team of self-driving vehicles in transit according to an embodiment of the present invention;

图5为本发明实施例提供的一种自动驾驶车辆在途组队装置的示意图;FIG. 5 is a schematic diagram of an in-transit teaming device for autonomous vehicles provided by an embodiment of the present invention;

图6为本发明实施例提供的一种电子设备的结构示意图。FIG. 6 is a schematic structural diagram of an electronic device provided by an embodiment of the present invention.

具体实施方式Detailed ways

为使本发明实施例的目的、技术方案和优点更加清楚,下面将结合附图对本发明的技术方案进行清楚、完整地描述,显然,所描述的实施例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做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions of the present invention will be clearly and completely described below in conjunction with the accompanying drawings. Obviously, the described embodiments are part of the embodiments of the present invention, not all of them. the embodiment. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

在组队场景中,如果自动驾驶车辆之间的距离小于车车通信距离(如400米),则自动驾驶车辆可以通过车车通信实现组队,如自动驾驶车辆A广播组队请求信息,在车车通信范围内的自动驾驶车辆B和自动驾驶车辆C监听到组队请求信息后,分别直接向自动驾驶车辆A直接发送申请组队的答复信息,自动驾驶车辆A接收到答复信息后,与自动驾驶车辆B和自动驾驶车辆C直接进行组队。但是对与远距离的情形,即车间距大于车车通信距离时,则无法实现远距离自动驾驶车辆的在途组队的问题。In the teaming scenario, if the distance between autonomous vehicles is less than the vehicle-to-vehicle communication distance (such as 400 meters), the autonomous vehicles can form a team through vehicle-to-vehicle communication. For example, autonomous vehicle A broadcasts teaming request information, and in After the self-driving vehicle B and the self-driving vehicle C within the range of the vehicle-to-vehicle communication listen to the team formation request information, they directly send the reply information of the team application to the self-driving vehicle A. After receiving the reply information, the self-driving vehicle A communicates with Self-driving vehicle B and self-driving vehicle C form a team directly. But for the long-distance situation, that is, when the distance between vehicles is greater than the vehicle-to-vehicle communication distance, it is impossible to realize the problem of teaming up with long-distance self-driving vehicles.

针对上述问题,本发明实施例提供了自动驾驶车辆在途组队方法、装置及电子设备,通过RSU侧实现远距离(即超出车车通信距离)自动驾驶车辆间信息交互及在途组队,从而提高了自动驾驶车辆在途组队的高效性和安全性。In view of the above problems, the embodiments of the present invention provide a teaming method, device and electronic equipment for self-driving vehicles on the road, and realize information interaction between long-distance (that is, beyond the vehicle-to-vehicle communication distance) self-driving vehicles and teaming up on the road through the RSU side, thereby improving It ensures the efficiency and safety of self-driving vehicles on the road.

为便于对本实施例进行理解,下面首先对本发明实施例提供的一种自动驾驶车辆在途组队方法进行详细介绍。如图1所示的一种自动驾驶车辆在途组队方法的应用场景图,包括:通信连接的RSU侧10和车辆侧20;其中,RSU侧10包括:控制器,以及与控制器通信连接的多个RSU(Road Side Unit,路侧单元)、摄像头(未示出)和雷达(未示出)等,在实际应用中,多个RSU按照预设间隔距离设置在路侧,每个RSU用于与范围内的自动驾驶车辆进行通信,用于获取车辆信息;摄像头和雷达还用于对交通运行状态、车辆运行状态、基础设施运行状态和气象状态进行实时感知;控制器根据摄像头和雷达感知的信息,以及RSU发送的车辆信息进行实时处理,生成实时交通运行状态信息、车辆身份信息和扣分信息等。需要说明的是,由于自动驾驶车辆所处路段不同,不同时刻通信的RSU可能并不相同,如对于远距离的两辆自动驾驶车辆,分别与对应范围内的RSU通信,并通过RSU实现两辆自动驾驶车辆信息的交互;因此,上述RSU侧中多个RSU均相同,以及RSU、摄像头和雷达的安装方式,可以集合安装在一起,也可以按照预设间隔安装,具体可以根据实际情况进行设置。In order to facilitate the understanding of this embodiment, a method for forming a team of self-driving vehicles on the road provided by the embodiment of the present invention will firstly be introduced in detail below. An application scene diagram of a method for forming a team of self-driving vehicles on the road as shown in Figure 1, including: an RSU side 10 and a vehicle side 20 connected by communication; wherein, the RSU side 10 includes: a controller, and a communication connection with the controller A plurality of RSU (Road Side Unit, roadside unit), camera (not shown) and radar (not shown), etc., in practical application, a plurality of RSU is arranged on the roadside according to the preset spacing distance, and each RSU uses It is used to communicate with self-driving vehicles within the range to obtain vehicle information; cameras and radars are also used for real-time perception of traffic operation status, vehicle operation status, infrastructure operation status and weather status; The information and the vehicle information sent by RSU are processed in real time to generate real-time traffic operation status information, vehicle identity information and deduction information, etc. It should be noted that due to the different road sections where the autonomous vehicles are located, the RSUs communicating at different times may be different. Interaction of autonomous vehicle information; therefore, multiple RSUs on the above RSU side are the same, and the installation methods of RSUs, cameras and radars can be installed together or at preset intervals, which can be set according to the actual situation .

上述车辆侧20包括多辆自动驾驶车辆,这里自动驾驶车辆也可称为车路协同自动驾驶车辆,即满足工信部版《汽车驾驶自动化分级》中3级及以上能力或SAE J3016《标准道路机动车驾驶自动化系统分类与定义》中L3级及以上能力;其中,每辆自动驾驶车辆均配置有感知模块、通信模块、定位模块和控制模块,在实际应用中,感知模块用于感知车辆预设范围如前后方约200米范围内的交通运行状态;通信模块用于通过如LTE-V等通信方式建立车车、车路通信链接;定位模块用于提供车辆的定位信息;控制模块用于控制自由巡航和组队巡航两种行驶模式的切换等。The above-mentioned vehicle side 20 includes a plurality of self-driving vehicles. Here, the self-driving vehicles can also be referred to as vehicle-road cooperative self-driving vehicles, which meet the requirements of level 3 and above in the Ministry of Industry and Information Technology's "Automotive Driving Automation Classification" or SAE J3016 "Standard Road Motor Vehicles". L3 and above capabilities in Classification and Definition of Driving Automation System; among them, each self-driving vehicle is equipped with a perception module, a communication module, a positioning module and a control module. In practical applications, the perception module is used to perceive the preset range of the vehicle For example, the traffic operation status within about 200 meters from the front and rear; the communication module is used to establish vehicle-to-vehicle and vehicle-to-road communication links through communication methods such as LTE-V; the positioning module is used to provide vehicle positioning information; the control module is used to control freedom Switching between the two driving modes of cruise and group cruise, etc.

此外,在实际应用中,车路协同技术具有以下优势:(1)车辆可以在较远的距离获取交通信息,而不会受到自身传感器覆盖范围的局限;(2)信息可以在车与路之间传输,极大提高了信息获取的精度和质量;(3)通过车路信息交互可以实施更高级的协作策略。因此,本发明实施例提供的自动驾驶车辆在途组队方法,在RSU侧的基础上,基于车路协同技术,利用车路间信息交互,实现了远距离自动驾驶车辆间信息交互及在途组队,提高自动驾驶车辆在途组队的高效性和安全性。In addition, in practical applications, vehicle-road coordination technology has the following advantages: (1) Vehicles can obtain traffic information at a long distance without being limited by the coverage of their own sensors; (2) Information can be transmitted between the vehicle and the road. Inter-transmission, which greatly improves the accuracy and quality of information acquisition; (3) More advanced cooperation strategies can be implemented through vehicle-road information interaction. Therefore, the on-road teaming method of autonomous vehicles provided by the embodiment of the present invention is based on the RSU side, based on the vehicle-road coordination technology, and utilizes information interaction between vehicles and roads to realize information interaction between long-distance automatic driving vehicles and on-road teaming. , to improve the efficiency and safety of self-driving vehicles in transit.

基于上述远距离组队场景,即车辆侧包括:同一行驶方向的多辆自动驾驶车辆,且,任意两辆自动驾驶车辆之间的距离不小于车车通信距离,本发明实施例提供了一种自动驾驶车辆在途组队方法,执行主体为RSU侧的控制器;如图2所示,该方法包括以下步骤:Based on the above-mentioned long-distance teaming scenario, that is, the vehicle side includes: multiple self-driving vehicles in the same driving direction, and the distance between any two self-driving vehicles is not less than the vehicle-to-vehicle communication distance, an embodiment of the present invention provides a The teaming method of self-driving vehicles on the road, the execution subject is the controller on the RSU side; as shown in Figure 2, the method includes the following steps:

步骤S202,获取目标自动驾驶车辆发送的信息;其中,信息包括:目标车辆属性信息和组队请求信息;Step S202, obtaining the information sent by the target self-driving vehicle; wherein, the information includes: target vehicle attribute information and team formation request information;

具体地,在行驶过程中,目标自动驾驶车辆如果想组队行驶,由于与其余自动驾驶车辆无法进行车车通信,故需首先向所处路段范围内的RSU发送信息,该RSU将信息同步至RSU侧的控制器,以便通过多个RSU进行周期性广播。Specifically, during the driving process, if the target self-driving vehicle wants to drive in a team, since it cannot communicate with other self-driving vehicles, it needs to first send information to the RSU within the range of the road section, and the RSU will synchronize the information to A controller on the RSU side for periodic broadcasting through multiple RSUs.

其中,上述信息包括:目标车辆属性信息和组队请求信息;目标车辆属性信息分为目标静态信息和目标动态信息;这里目标静态信息包括但不仅限于:目标自动驾驶车辆的车身参数、车辆发动机功率等车辆自身物理属性信息,目标动态信息包括但不仅限于:目标自动驾驶车辆的实时位置和实时速度等信息,以便控制器根据目标车辆属性信息识别车辆身份信息。Among them, the above information includes: target vehicle attribute information and team formation request information; target vehicle attribute information is divided into target static information and target dynamic information; here, the target static information includes but not limited to: body parameters of the target self-driving vehicle, vehicle engine power Such as the physical attribute information of the vehicle itself, the target dynamic information includes but is not limited to: the real-time position and real-time speed of the target self-driving vehicle, so that the controller can identify the vehicle identity information according to the target vehicle attribute information.

此外,在实际应用中,如果存在多辆目标自动驾驶车辆发送组队请求信息时,其中一种可能的方式为:每辆目标自动驾驶车辆对应的RSU获取到组队请求信息之后,分别同步至控制器,控制器根据接收到的组队请求信息顺序进行周期性广播处理,即根据组队请求信息的获取顺序依次处理;另一种可能的方式为:组队请求信息还携带有优先级信息,该方法还包括:获取组队请求信息集合;其中,组队请求信息集合包括同一时刻的多个组队请求信息,每个组队请求信息对应不同的自动驾驶车辆;基于组队请求信息携带的优先级信息,确定目标组队请求信息,即控制器同一时刻获取多个组队请求信息时,根据组队请求信息携带的优先级信息,确定目标组队请求信息,以便对目标组队请求信息进行周期性广播处理,从而满足实际场景中的多种组队需求。In addition, in practical applications, if there are multiple target self-driving vehicles sending team formation request information, one of the possible ways is: after the RSU corresponding to each target self-driving vehicle obtains the team formation request information, it synchronizes to The controller, the controller performs periodic broadcast processing according to the order of the received teaming request information, that is, according to the order in which the teaming request information is obtained; another possible way is: the teaming request information also carries priority information , the method further includes: acquiring a teaming request information set; wherein, the teaming request information set includes multiple teaming request information at the same moment, and each teaming request information corresponds to a different self-driving vehicle; based on the teaming request information carried Priority information to determine the target teaming request information, that is, when the controller obtains multiple teaming request information at the same time, it determines the target teaming request information according to the priority information carried in the teaming request information, so that the target teaming request information The information is periodically broadcast and processed to meet various teaming needs in actual scenarios.

步骤S204,将组队请求信息进行周期性广播,以确认其余自动驾驶车辆中申请组队的至少一辆组队自动驾驶车辆;Step S204, broadcasting the teaming request information periodically to confirm at least one teaming self-driving vehicle among the remaining self-driving vehicles that applies for teaming;

上述控制器接收到组队请求信息之后,将组队请求信息进行周期性广播,如根据目标自动驾驶车辆的实时位置,确定预设范围内的多个RSU,如确定目标自动驾驶车辆前后5公里内的多个RSU,并将组队请求信息发送至多个RSU,以使多个RSU同时周期性广播组队请求信息,从而扩大了组队请求信息的广播范围,进而扩大了自动驾驶车辆在途组队的范围。After the above-mentioned controller receives the teaming request information, it periodically broadcasts the teaming request information, such as determining multiple RSUs within a preset range according to the real-time position of the target self-driving vehicle, for example, determining that the target self-driving vehicle is 5 kilometers before and after Multiple RSUs in the network, and send teaming request information to multiple RSUs, so that multiple RSUs broadcast teaming request information periodically at the same time, thereby expanding the broadcasting range of teaming request information, thereby expanding the number of autonomous vehicles on the road. range of teams.

具体地,多个RSU周期性广播组队请求信息后,分别处于多个RSU通信范围内的多辆自动驾驶车辆监听到组队请求信息后,如果同意组队,则向对应的RSU反馈确认申请组队信息,如果不同意组队,则可以不反馈或者反馈拒绝申请组队信息,多个RSU将反馈的信息同步至控制器,RSU侧的控制器当监听到确认申请组队信息时,将其余自动驾驶车辆中,确认申请组队信息对应的自动驾驶车辆确认为组队自动驾驶车辆。因此,本发明实施例通过RSU周期性广播组队请求信息,与现有的车车通信进行组队方式相比,扩大了组队请求信息的广播范围,进而扩大了自动驾驶车辆的通信范围和组队数量,实现了远距离的自动驾驶车辆在途组队。Specifically, after multiple RSUs periodically broadcast teaming request information, after multiple autonomous vehicles within the communication range of multiple RSUs listen to the teaming request information, if they agree to form a team, they will feed back the confirmation application to the corresponding RSU Team formation information, if you do not agree to form a team, you can not feedback or feedback rejection application team formation information, multiple RSUs will synchronize the feedback information to the controller, when the controller on the RSU side listens to confirm the team formation application information, it will Among the remaining self-driving vehicles, the self-driving vehicles corresponding to the application team information are confirmed as the teaming self-driving vehicles. Therefore, the embodiment of the present invention uses the RSU to periodically broadcast teaming request information. Compared with the existing vehicle-to-vehicle communication teaming method, the broadcasting range of the teaming request information is expanded, and the communication range and communication range of the autonomous vehicle are further expanded. The number of teams enables long-distance self-driving vehicles to form teams on the road.

步骤S206,获取组队自动驾驶车辆的组队车辆属性信息,并根据目标车辆属性信息和组队车辆属性信息进行组队规划,得到目标组队策略;Step S206, obtaining the grouping vehicle attribute information of the grouped self-driving vehicles, and performing grouping planning according to the target vehicle attribute information and the grouping vehicle attribute information, and obtaining the target grouping strategy;

确认其余自动驾驶车辆中参与组队的组队自动驾驶车辆后,在实际应用中,组队自动驾驶车辆可能为一辆,也可能为多辆,由于每辆组队自动驾驶车辆所处的位置不同,因此,控制器通过每辆组队自动驾驶车辆所处位置的RSU获取该组队自动驾驶车辆的组队车辆属性信息,以便进行组队规划,从而缓解了现有方式中,由于超出车车通信距离,导致车辆之间无法通信,从而不能组队的问题。After confirming the team autonomous vehicles participating in the team among the remaining autonomous vehicles, in practical applications, there may be one or more team autonomous vehicles, due to the location of each team autonomous vehicle different, therefore, the controller obtains the team vehicle attribute information of the team self-driving vehicles through the RSU where each team self-driving vehicle is located, so as to carry out team planning, thereby alleviating Vehicle communication distance, resulting in the inability to communicate between vehicles, so that the team cannot be formed.

其中,每辆自动驾驶车辆的车辆属性信息包括:静态信息和动态信息;静态信息包括但不仅限于:车身参数和车辆发动机功率,动态信息包括但不仅限于:实时位置和实时速度;因此,根据目标车辆属性信息和组队车辆属性信息进行组队规划的过程如下:根据目标自动驾驶车辆的目标动态信息和组队自动驾驶车辆的组队动态信息,以油耗为目标进行组队规划,得到目标组队策略;例如,根据目标自动驾驶车辆的实时位置和实时速度,以及组队自动驾驶车辆的实时位置和实时速度,以组队过程中的油耗为目标进行组队规划,得到最优的目标组队策略,即组队过程中,目标自动驾驶车辆和组队自动驾驶车辆的油耗最小。Among them, the vehicle attribute information of each self-driving vehicle includes: static information and dynamic information; static information includes but not limited to: body parameters and vehicle engine power, dynamic information includes but not limited to: real-time position and real-time speed; therefore, according to the target The team planning process of vehicle attribute information and team vehicle attribute information is as follows: According to the target dynamic information of the target autonomous driving vehicle and the team dynamic information of the team autonomous driving vehicle, the team planning is carried out with fuel consumption as the goal, and the target group Team strategy; for example, according to the real-time position and real-time speed of the target self-driving vehicle, as well as the real-time position and real-time speed of the team-up self-driving vehicle, the team planning is carried out with the goal of fuel consumption during the team formation process, and the optimal target group is obtained. Team strategy, that is, during the team formation process, the fuel consumption of the target self-driving vehicle and the team self-driving vehicle is the smallest.

其中,目标组队策略包括:组队过程中,目标自动驾驶车辆对应的第一组队速度,组队自动驾驶车辆对应的第二组队速度,以及组队完成时间;此外,部分场景下,如目标自动驾驶车辆急于组队的情形,也可以根据目标自动驾驶车辆的实时位置和实时速度,以及组队自动驾驶车辆的实时位置和实时速度,以组队过程中的组队时间为目标进行组队规划,即以最小的组队时间为目标进行规划,得到对应的目标组队策略。需要说明的是,如果上述组队自动驾驶车辆为多辆,则对应的第二组队速度为一个集合,包括每辆组队自动驾驶车辆分别对应的第二组队子速度,具体可以根据实际情况进行设置。Among them, the target teaming strategy includes: during the teaming process, the first teaming speed corresponding to the target self-driving vehicle, the second teaming speed corresponding to the teaming self-driving vehicle, and the teaming completion time; in addition, in some scenarios, For example, if the target self-driving vehicles are eager to form a team, it can also be based on the real-time position and real-time speed of the target self-driving vehicle, as well as the real-time position and real-time speed of the team-up self-driving vehicles, with the team formation time as the target during the team formation process. Team planning, that is, plan with the minimum team time as the goal, and get the corresponding target team strategy. It should be noted that if there are multiple self-driving vehicles in the team, the corresponding second team speed is a set, including the second team sub-speeds corresponding to each team of self-driving vehicles. situation is set.

步骤S208,将目标组队策略分别发送至目标自动驾驶车辆和组队自动驾驶车辆,以使目标自动驾驶车辆和组队自动驾驶车辆按照目标组队策略进行组队。Step S208, sending the target teaming strategy to the target autonomous vehicle and the teaming autonomous vehicle respectively, so that the target autonomous vehicle and the teaming autonomous vehicle form a team according to the target teaming strategy.

上述生成目标组队策略后,控制器通过对应的RSU将目标组队策略分别发送至目标自动驾驶车辆和组队自动驾驶车辆;具体地,将第一组队速度和组队完成时间发送至目标自动驾驶车辆,以及,将第二组队速度和组队完成时间发送至组队自动驾驶车辆,以使目标自动驾驶车辆按照第一组队速度、组队自动驾驶车辆按照第二组队速度进行组队,从而实现了远距离情形下,目标自动驾驶车辆和组队自动驾驶车辆的在途组队,即当自动驾驶车辆间距离远远超过车辆自身感知距离(如200米)和通信范围(如400米)时,利用路侧感知、通信、计算等能力,从路段全局统筹优化出发,以自动驾驶车辆在途组队过程油耗最小为目标,实现基于车路协同的远距离车辆的高效和安全的在途组队。After the target teaming strategy is generated above, the controller sends the target teaming strategy to the target self-driving vehicle and the teaming self-driving vehicle respectively through the corresponding RSU; specifically, the first teaming speed and teaming completion time are sent to the target The self-driving vehicle, and sending the second team speed and team completion time to the team self-driving vehicle, so that the target self-driving vehicle proceeds at the first team speed and the team self-driving vehicle at the second team speed Teaming, so as to realize the on-the-go teaming of the target self-driving vehicle and the teaming self-driving vehicle under the long-distance situation, that is, when the distance between the self-driving vehicles far exceeds the vehicle's own perception distance (such as 200 meters) and communication range (such as 400 meters), using roadside perception, communication, computing and other capabilities, starting from the overall planning and optimization of road sections, with the goal of minimizing fuel consumption during the teaming process of autonomous vehicles, to achieve efficient and safe long-distance vehicles based on vehicle-road coordination Team up on the go.

本发明实施例提供的自动驾驶车辆在途组队方法,通过RSU侧获取目标自动驾驶车辆发送的信息,并将组队请求信息进行周期性广播,以确认组队自动驾驶车辆;以及,获取组队自动驾驶车辆的组队车辆属性信息,并进行组队规划,得到目标组队策略;最后,将目标组队策略分别发送至目标自动驾驶车辆和组队自动驾驶车辆,以使目标自动驾驶车辆和组队自动驾驶车辆按照目标组队策略进行组队,从而通过RSU侧,实现远距离(即超出车车通信距离)自动驾驶车辆间信息交互及在途组队,提高了自动驾驶车辆在途组队的高效性和安全性。The method for forming a team of self-driving vehicles in the embodiment of the present invention obtains the information sent by the target self-driving vehicle through the RSU side, and periodically broadcasts the teaming request information to confirm the teaming of the self-driving vehicles; and, acquires the teaming The attribute information of the teamed vehicles of the autonomous vehicles, and the team planning is carried out to obtain the target team strategy; finally, the target team strategy is sent to the target autonomous vehicle and the team autonomous vehicle respectively, so that the target autonomous vehicle and the team Grouping autonomous vehicles to form teams according to the target teaming strategy, so that through the RSU side, information interaction between autonomous vehicles and on-the-go teaming can be realized through the RSU side, which improves the teaming efficiency of autonomous vehicles on the road Efficiency and safety.

优选地,该方法还包括:获取目标自动驾驶车辆发送的组队信息;其中,并将组队信息发送至组队自动驾驶车辆。具体地,当组队完成时,控制器还获取目标自动驾驶车辆通过对应的RSU发送的组队信息,并将组队信息通过RSU发送至组队自动驾驶车辆;或者,当组队完成时,目标自动驾驶车辆和组队自动驾驶车辆之间的车间距即组队的车间距小于车车通信距离时,此时,目标自动驾驶车辆也可以通过车车通信直接将组队信息发送至组队自动驾驶车辆,实现组队信息的共享。Preferably, the method further includes: acquiring team formation information sent by the target self-driving vehicle; wherein, sending the team formation information to the team self-driving vehicle. Specifically, when the teaming is completed, the controller also obtains the teaming information sent by the target self-driving vehicle through the corresponding RSU, and sends the teaming information to the teaming self-driving vehicle through the RSU; or, when the teaming is completed, When the inter-vehicle distance between the target self-driving vehicle and the group self-driving vehicles, that is, the inter-vehicle distance of the group is less than the vehicle-to-vehicle communication distance, at this time, the target self-driving vehicle can also directly send the team information to the team through vehicle-to-vehicle communication. Self-driving vehicles realize the sharing of team information.

其中,组队信息包括以下至少之一:组队ID(Identity Document,身份证)信息、领航车辆的ID信息、组队的行驶方向、组队的当前位置、组队内各车型信息、组队的巡航速度、组队的车间距、组队的成员数、组队成员的ID列表、组队的长度和组队的行驶路线,具体可以根据实际情况进行设置。Wherein, the team information includes at least one of the following: team ID (Identity Document, identity card) information, ID information of the pilot vehicle, the driving direction of the team, the current position of the team, information on each vehicle model in the team, and The cruising speed of the team, the inter-vehicle distance of the team, the number of members of the team, the ID list of the team members, the length of the team and the driving route of the team can be set according to the actual situation.

需要说明的是,上述领航车辆的ID信息可以直接为目标自动驾车辆的ID信息,即发起组队请求信息的目标自动驾驶车辆为领航车辆;也可以根据组队成员的ID列表中每辆自动驾驶车辆的ID顺序确定,如ID列表中首位或者末位为领航车辆的ID信息,具体可以根据实际情况进行设置,本发明实施例在此不作限制说明。It should be noted that the above-mentioned ID information of the pilot vehicle can be directly the ID information of the target autonomous vehicle, that is, the target autonomous vehicle that initiates the formation request information is the pilot vehicle; The ID order of the driving vehicle is determined. For example, the first or last position in the ID list is the ID information of the leading vehicle, which can be set according to the actual situation. The embodiments of the present invention are not limited here.

可选地,每辆自动驾驶车辆还配置有自由巡航模式和组队巡航模式,该方法还包括:当监听到组队完成时,生成模式切换指令;将模式切换指令分别发送至目标自动驾驶车辆和组队自动驾驶车辆,以使目标自动驾驶车辆和组队自动驾驶车辆均根据模式切换指令从自由巡航模式切换为组队巡航模式。具体地,当监听到组队完成时,即当控制器获取组队信息时,由于此时组队的车间距可能不小于车车通信距离,则控制器还生成模式切换指令,并通过对应的RSU将模式切换指令分别发送至目标自动驾驶车辆和组队自动驾驶车辆,以使目标自动驾驶车辆和组队自动驾驶车辆均根据模式切换指令从自由巡航模式切换为组队巡航模式;或者,对于组队的车间距小于车车通信距离的情况,目标自动驾驶车辆和组队自动驾驶车辆分别通过通信模块进行车车通信,并分别通过对应的控制模块从自由巡航模式切换为组队巡航模式。Optionally, each self-driving vehicle is also configured with a free cruising mode and a team cruising mode, and the method also includes: generating a mode switching instruction when the team is detected to be completed; sending the mode switching instructions to the target self-driving vehicle respectively and team autonomous driving vehicles, so that both the target autonomous driving vehicle and the team autonomous driving vehicles switch from the free cruising mode to the team cruising mode according to the mode switching instruction. Specifically, when it is detected that the team formation is completed, that is, when the controller obtains the team formation information, since the vehicle-to-vehicle distance of the formation may not be less than the vehicle-to-vehicle communication distance at this time, the controller also generates a mode switching instruction, and through the corresponding The RSU sends the mode switching instructions to the target autonomous vehicle and the team autonomous vehicle, so that both the target autonomous vehicle and the team autonomous vehicle switch from the free cruising mode to the team cruising mode according to the mode switching command; or, for When the inter-vehicle distance of the team is smaller than the vehicle-to-vehicle communication distance, the target autonomous vehicle and the team autonomous vehicle communicate with each other through the communication module, and switch from the free cruising mode to the team cruising mode through the corresponding control module.

进一步,组队完成后,如果组队的车间距不小于车车通信距离,则目标自动驾驶车辆和组队自动驾驶车辆可以通过RSU侧进行通信;或者,如果组队的车间距小于车车通信距离,且,大于车辆自身传感器可感知距离,则目标自动驾驶车辆和组队自动驾驶车辆可以直接进行车车通信,并在行驶过程中,结合RSU侧感知交通运行状态、车辆运行状态、基础设施运行状态和气象状态等信息,以保证组队行驶的安全性;或者,如果组队的车间距小于车辆自身传感器可感知距离,则目标自动驾驶车辆和组队自动驾驶车辆可以直接进行车车通信,并分别通过对应的自身传感器感知交通运行状态和路况等信息,以保证组队行驶的安全性,具体可以根据实际情况进行设置。Further, after the formation is completed, if the vehicle-to-vehicle distance of the formation is not less than the vehicle-to-vehicle communication distance, the target autonomous vehicle and the formation of autonomous vehicles can communicate through the RSU side; or, if the vehicle-to-vehicle distance of the formation is less than the vehicle-to-vehicle communication distance If the distance is greater than the distance that can be sensed by the vehicle's own sensors, the target autonomous vehicle and the group autonomous vehicle can directly communicate with each other, and during the driving process, combined with the RSU side, they can perceive the traffic operation status, vehicle operation status, and infrastructure. Information such as operating status and weather status to ensure the safety of team driving; or, if the distance between vehicles in the team is smaller than the distance that the vehicle’s own sensors can perceive, the target autonomous vehicle and the team autonomous vehicle can directly communicate with each other , and sense information such as traffic operation status and road conditions through the corresponding self-sensors respectively, so as to ensure the safety of driving in groups, which can be set according to the actual situation.

为了便于理解,这里以同一行驶方向的自动驾驶车辆A、自动驾驶车辆B和自动驾驶车辆C为例说明。其中,自动驾驶车辆A、自动驾驶车辆B和自动驾驶车辆C均为车路协同自动驾驶车辆,且,均可执行自由巡航模式和组队巡航模式,并可在两种模式下进行切换。如图3所示,自动驾驶车辆A、自动驾驶车辆B和自动驾驶车辆C的间距均大于车车通信距离(约400米),同时大于车辆自身传感器可感知距离(约200米),即:LAB>L,LAC>L,其中,L为车车通信距离。For ease of understanding, autonomous vehicle A, autonomous vehicle B, and autonomous vehicle C in the same driving direction are taken as examples for illustration. Among them, the self-driving vehicle A, the self-driving vehicle B and the self-driving vehicle C are all vehicle-road cooperative self-driving vehicles, and all of them can execute the free cruising mode and the group cruising mode, and can switch between the two modes. As shown in Figure 3, the distances between autonomous vehicle A, autonomous vehicle B, and autonomous vehicle C are all greater than the vehicle-to-vehicle communication distance (about 400 meters), and at the same time greater than the sensory distance of the vehicle itself (about 200 meters), that is: L AB >L, L AC >L, where L is the vehicle-to-vehicle communication distance.

基于图3的场景,本发明实施例提供了另一种自动驾驶车辆在途组队方法,执行主体为RSU侧的控制器,如图4所示,该方法包括以下步骤:Based on the scenario in Figure 3, the embodiment of the present invention provides another method for forming a team of autonomous vehicles on the road, the execution subject is the controller on the RSU side, as shown in Figure 4, the method includes the following steps:

步骤S402,获取自动驾驶车辆A发送的信息;其中,信息包括:车辆属性信息A和组队请求信息;Step S402, obtaining the information sent by the self-driving vehicle A; wherein, the information includes: vehicle attribute information A and team formation request information;

具体地,自动驾驶车辆A向RSU发送的信息包括两部分:车辆属性信息A和组队请求信息;其中,车辆属性信息A包括静态信息和动态信息,静态信息包括自动驾驶车辆A的车身参数、车辆发动机功率等车辆自身的物理属性信息;动态信息包括自动驾驶车辆A的实时位置、实时车速、车辆准许编队等信息。Specifically, the information sent by the autonomous vehicle A to the RSU includes two parts: vehicle attribute information A and teaming request information; wherein, the vehicle attribute information A includes static information and dynamic information, and the static information includes the body parameters of the autonomous vehicle A, The physical attribute information of the vehicle itself, such as the engine power of the vehicle; the dynamic information includes the real-time position, real-time speed of the self-driving vehicle A, and the permitted formation of the vehicle.

步骤S404,将组队请求信息进行周期性广播,并确认申请组队的自动驾驶车辆B和自动驾驶车辆C;Step S404, periodically broadcasting the team formation request information, and confirming the self-driving vehicle B and the self-driving vehicle C applying for team formation;

具体地,控制器接收到组队请求信息之后,将组队请求信息进行周期性广播,并得到自动驾驶车辆B和自动驾驶车辆C反馈的确认申请组队信息,即确认自动驾驶车辆B和自动驾驶车辆C为可组队的自动驾驶车辆;或者,控制器也可以根据自动驾驶车辆A的实时位置,结合RSU、摄像头、雷达和定位装置等,确定自动驾驶车辆A同一路段上前后相邻的自动驾驶车辆B和自动驾驶车辆C,并向自动驾驶车辆B和自动驾驶车辆C周期性广播组队请求信息,当监听到自动驾驶车辆B和自动驾驶车辆C反馈的确认申请组队信息时,确认自动驾驶车辆B和自动驾驶车辆C为可组队的自动驾驶车辆;或者,也可以确定自动驾驶车辆A同一路段上多辆自动驾驶车辆,并向多辆自动驾驶车辆周期性广播组队请求信息,当仅监听到当监听到自动驾驶车辆B和自动驾驶车辆C反馈的确认申请组队信息时,确认自动驾驶车辆B和自动驾驶车辆C为可组队的自动驾驶车辆,具体可以根据实际情况进行设置。Specifically, after the controller receives the team formation request information, it periodically broadcasts the team formation request information, and obtains the confirmation application team formation information fed back by the self-driving vehicle B and the self-driving vehicle C, that is, confirms that the self-driving vehicle B and the automatic driving vehicle Driving vehicle C is a self-driving vehicle that can be formed into a team; or, the controller can also determine the adjacent front and back of self-driving vehicle A on the same road section according to the real-time position of self-driving vehicle A, combined with RSU, camera, radar and positioning device, etc. Self-driving vehicle B and self-driving vehicle C, and periodically broadcast teaming request information to self-driving vehicle B and self-driving vehicle C, when listening to the confirmation application teaming information fed back by self-driving vehicle B and self-driving vehicle C, Confirm that self-driving vehicle B and self-driving vehicle C are self-driving vehicles that can be teamed; or, it is also possible to determine that there are multiple self-driving vehicles on the same road segment of self-driving vehicle A, and periodically broadcast teaming requests to multiple self-driving vehicles information, when only listening to the confirmation application teaming information fed back by self-driving vehicle B and self-driving vehicle C, it is confirmed that self-driving vehicle B and self-driving vehicle C are self-driving vehicles that can be teamed, and the details can be determined according to the actual situation is set.

步骤S406,分别获取自动驾驶车辆B的车辆属性信息B和自动驾驶车辆C的车辆属性信息C,并根据车辆属性信息A、车辆属性信息B和车辆属性信息C进行组队规划,得到目标组队策略;Step S406, obtain the vehicle attribute information B of the self-driving vehicle B and the vehicle attribute information C of the self-driving vehicle C respectively, and perform team planning according to the vehicle attribute information A, vehicle attribute information B and vehicle attribute information C, and obtain the target team formation Strategy;

具体地,对于车辆侧仅有自动驾驶车辆A、自动驾驶车辆B和自动驾驶车辆C的情形,自动驾驶车辆A的组队策略包括四种:①不组队;②自动驾驶车辆A和自动驾驶车辆B组队;③自动驾驶车辆A和自动驾驶车辆C组队;④自动驾驶车辆A、自动驾驶车辆B和自动驾驶车辆C三车组队;其中,不组队策略暂不描述,其余3种组队策略描述如下:Specifically, for the situation where there are only autonomous vehicle A, autonomous vehicle B, and autonomous vehicle C on the vehicle side, the teaming strategies of autonomous vehicle A include four types: ① no teaming; ② autonomous vehicle A and autonomous vehicle Vehicle B forms a team; ③Autonomous driving vehicle A and self-driving vehicle C form a team; ④Automatic driving vehicle A, self-driving vehicle B, and self-driving vehicle C form a three-vehicle team. A team strategy is described as follows:

(1)自动驾驶车辆A和自动驾驶车辆B组队(1) Self-driving vehicle A and self-driving vehicle B form a team

控制器根据车辆属性信息A和车辆属性信息B,并融合路侧感知和定位等信息,以车辆组队过程油耗最小为目标,生成目标组队策略,具体地:当自动驾驶车辆A和自动驾驶车辆B的速度满足VA>VB时,以油耗最小为目标计算自动驾驶车辆A和自动驾驶车辆B实现组队的运行车速VA1和VB1,并预测自动驾驶车辆A和自动驾驶车辆B从开始组队到组队成功的时间TAB1;或者,当自动驾驶车辆A和自动驾驶车辆B的速度满足VA<VB时,以油耗最小为目标计算自动驾驶车辆A和自动驾驶车辆B实现组队的运行车速VA2和VB2,并预测自动驾驶车辆A和自动驾驶车辆B从开始组队到组队成功的时间TAB2Based on vehicle attribute information A and vehicle attribute information B, and by integrating information such as roadside perception and positioning, the controller generates a target teaming strategy with the goal of minimizing fuel consumption during the vehicle teaming process. Specifically: when autonomous driving vehicle A and automatic driving vehicle When the speed of vehicle B satisfies V A > V B , calculate the minimum fuel consumption of autonomous vehicle A and autonomous vehicle B to achieve the team's operating speed V A1 and V B1 , and predict autonomous vehicle A and autonomous vehicle B The time T AB1 from the start of the team formation to the success of the team formation; or, when the speeds of the self-driving vehicle A and the self-driving vehicle B satisfy V A < V B , calculate the minimum fuel consumption of the self-driving vehicle A and the self-driving vehicle B Realize the running vehicle speeds V A2 and V B2 of the team, and predict the time T AB2 from the start of the team formation to the successful team formation of the self-driving vehicle A and the self-driving vehicle B;

(2)自动驾驶车辆A和自动驾驶车辆C组队(2) Self-driving vehicle A and self-driving vehicle C form a team

控制器根据车辆属性信息A和车辆属性信息C,并融合路侧感知和定位等信息,以车辆组队过程油耗最小为目标,生成目标组队策略,具体地:当自动驾驶车辆A和自动驾驶车辆C的速度满足VA>VC时,以油耗最小为目标计算自动驾驶车辆A和自动驾驶车辆C实现组队的运行车速VA1和VC1,并预测自动驾驶车辆A和自动驾驶车辆C从开始组队到组队成功的时间TAC1;或者,当自动驾驶车辆A和自动驾驶车辆C的速度满足VA<VC时,以油耗最小为目标计算自动驾驶车辆A和自动驾驶车辆C实现组队的运行车速VA2和VC2,并预测自动驾驶车辆A和自动驾驶车辆C从开始组队到组队成功的时间TAC2Based on vehicle attribute information A and vehicle attribute information C, and by integrating information such as roadside perception and positioning, the controller generates a target teaming strategy with the goal of minimizing fuel consumption during the vehicle teaming process. Specifically: when autonomous driving vehicle A and automatic driving vehicle When the speed of vehicle C satisfies V A > V C , calculate the minimum fuel consumption of autonomous vehicle A and autonomous vehicle C to realize the operating speed V A1 and V C1 of the team, and predict autonomous vehicle A and autonomous vehicle C The time T AC1 from the start of the team formation to the success of the team formation; or, when the speeds of the self-driving vehicle A and the self-driving vehicle C satisfy V A < V C , calculate the minimum fuel consumption of the self-driving vehicle A and the self-driving vehicle C Realize the running vehicle speeds V A2 and V C2 of the team, and predict the time T AC2 from the start of the team formation to the successful team formation of the self-driving vehicle A and the self-driving vehicle C;

(3)自动驾驶车辆A、自动驾驶车辆B和自动驾驶车辆C三车组队(3) Autonomous vehicle A, autonomous vehicle B, and autonomous vehicle C form a three-vehicle team

具体地,控制器根据车辆属性信息A、车辆属性信息B和车辆属性信息C,并融合路侧感知和定位等信息,以车辆组队过程油耗最小为目标,生成目标组队策略,包括:自动驾驶车辆A、自动驾驶车辆B和自动驾驶车辆C实现组队的运行车速VA3、VB3和VC3,以及自动驾驶车辆A、自动驾驶车辆B和自动驾驶车辆C从开始组队到组队成功的时间TABC3,即上述步骤S406的具体过程。Specifically, based on vehicle attribute information A, vehicle attribute information B, and vehicle attribute information C, and by integrating information such as roadside perception and positioning, the controller generates a target teaming strategy with the goal of minimizing fuel consumption during the vehicle teaming process, including: automatic Driving vehicle A, self-driving vehicle B and self-driving vehicle C realize the running speeds V A3 , V B3 and V C3 of the team, and self-driving vehicle A, self-driving vehicle B and self-driving vehicle C form the team from the beginning to the team The successful time T ABC3 is the specific process of the above step S406.

步骤S408,将目标组队策略分别发送至自动驾驶车辆A、自动驾驶车辆B和自动驾驶车辆C,以使自动驾驶车辆A、自动驾驶车辆B和自动驾驶车辆C按照目标组队策略进行组队。Step S408, send the target teaming strategy to the automatic driving vehicle A, the automatic driving vehicle B and the automatic driving vehicle C, so that the automatic driving vehicle A, the automatic driving vehicle B and the automatic driving vehicle C form a team according to the target teaming strategy .

具体地,控制器分别通过对应的RSU将VA3和TABC3发送至自动驾驶车辆A,将VB3和TABC3发送至自动驾驶车辆B,以及将VC3和TABC3发送至自动驾驶车辆C,以使自动驾驶车辆A按照VA3和TABC3、自动驾驶车辆B按照VB3和TABC3、自动驾驶车辆C按照VC3和TABC3进行组队。Specifically, the controller sends V A3 and T ABC3 to autonomous vehicle A, V B3 and T ABC3 to autonomous vehicle B, and V C3 and T ABC3 to autonomous vehicle C through corresponding RSUs, So that autonomous vehicle A is formed according to V A3 and T ABC3 , autonomous vehicle B is formed according to V B3 and T ABC3 , and autonomous vehicle C is formed according to V C3 and T ABC3 .

此外,当自动驾驶车辆A、自动驾驶车辆B和自动驾驶车辆C运行至可进行车车通信范围内时,即组队完成后,自动驾驶车辆A还通过对应的RSU将此时的车辆属性信息A发送至控制器,自动驾驶车辆B还通过对应的RSU将此时的车辆属性信息B发送至控制器,以及,自动驾驶车辆C还通过对应的RSU将此时的车辆属性信息C发送至控制器,以使控制器根据最新接收到的车辆属性信息A、车辆属性信息B和车辆属性信息C,并融合路侧感知和定位等信息,以车辆组队过程油耗最小为目标,生成组队运行策略;其中,组队运行策略:组队行驶过程中,自动驾驶车辆A的速度VA4、自动驾驶车辆B的速度VB4和自动驾驶车辆C的速度VC4,以使组队行驶过程中,自动驾驶车辆A按照速度VA4行驶、自动驾驶车辆B按照速度VB4行驶、自动驾驶车辆C按照速度VC4行驶。In addition, when self-driving vehicle A, self-driving vehicle B, and self-driving vehicle C run within the vehicle-to-vehicle communication range, that is, after the formation of the team is completed, self-driving vehicle A also transmits the vehicle attribute information at this time through the corresponding RSU A sends to the controller, the self-driving vehicle B also sends the current vehicle attribute information B to the controller through the corresponding RSU, and the self-driving vehicle C also sends the current vehicle attribute information C to the controller through the corresponding RSU device, so that the controller can generate a team operation based on the latest received vehicle attribute information A, vehicle attribute information B, and vehicle attribute information C, and integrate information such as roadside perception and positioning, with the goal of minimizing fuel consumption during the vehicle team formation process. strategy; wherein, the team operation strategy: during the team driving process, the speed V A4 of the automatic driving vehicle A, the speed V B4 of the automatic driving vehicle B and the speed V C4 of the automatic driving vehicle C, so that during the team driving process, The self-driving vehicle A travels at a speed V A4 , the self-driving vehicle B travels at a speed V B4 , and the self-driving vehicle C travels at a speed V C4 .

组队完成后,自动驾驶车辆A将组队信息发送至RSU侧,以便通过RSU侧将组队信息发送至自动驾驶车辆B和自动驾驶车辆C;以及,自动驾驶车辆A、自动驾驶车辆B和自动驾驶车辆C均从自由巡航模式切换为组队巡航模式,这里根据行驶方向,自动驾驶车辆C为领航车辆,自动驾驶车辆A和自动驾驶车辆B变更为跟随车辆,具体模式切换过程,可以参考前述实施例,本发明实施例在此不再详细赘述。After the team formation is completed, the autonomous driving vehicle A sends the team formation information to the RSU side, so that the team formation information can be sent to the automatic driving vehicle B and the automatic driving vehicle C through the RSU side; and, the automatic driving vehicle A, the automatic driving vehicle B and the automatic driving vehicle Autopilot vehicle C is switched from free cruising mode to group cruising mode. Here, according to the driving direction, autopilot vehicle C is the leading vehicle, and autopilot vehicle A and autopilot vehicle B are changed to following vehicles. For the specific mode switching process, please refer to For the foregoing embodiments, the embodiments of the present invention will not be described in detail here.

因此,上述自动驾驶车辆在途组队方法,当组队车辆间距离远远超过车辆自身感知、通信范围时,利用路侧感知、通信、计算等能力,从路段全局统筹优化出发,实现基于车路协同的远距离自动驾驶车辆高效和安全的在途组队;这种组队方式,不仅可以拓展自动驾驶车辆的感知范围,减少车载端通信和计算延迟,提高车辆组队控制策略的响应能力,还能够减少车辆组队过程中的油耗、降低排放;以及,随着技术的不断成熟,通过车路间信息交互,还能够减小车辆间距,提高道路通行能力,具有较好的实用价值,便于在实际应用中推广实施。Therefore, when the above-mentioned teaming method of self-driving vehicles on the road, when the distance between the vehicles in the team is far beyond the vehicle's own perception and communication range, it uses roadside perception, communication, computing and other capabilities, starting from the overall optimization of the road section, to realize vehicle-based Coordinated long-distance self-driving vehicles efficiently and safely team up on the road; this teaming method can not only expand the perception range of autonomous vehicles, reduce vehicle-side communication and calculation delays, improve the responsiveness of vehicle teaming control strategies, but also It can reduce fuel consumption and reduce emissions in the process of vehicle platooning; and, with the continuous maturity of technology, through the information interaction between vehicles and roads, it can also reduce the distance between vehicles and improve road traffic capacity, which has good practical value and is convenient in implementation in practical applications.

在上述方法实施例的基础上,本发明实施例还提供了一种自动驾驶车辆在途组队装置,应用于RSU侧,RSU侧与车辆侧通信连接;其中,车辆侧包括:同一行驶方向的多辆自动驾驶车辆,且,任意两辆自动驾驶车辆之间的距离不小于车车通信距离。如图5所示,该装置包括依次连接的:获取模块51、广播模块52、规划模块53和发送模块54,其中,各个模块的功能如下:On the basis of the above-mentioned method embodiments, an embodiment of the present invention also provides an on-road teaming device for autonomous vehicles, which is applied to the RSU side, and the RSU side communicates with the vehicle side; wherein, the vehicle side includes: multiple vehicles in the same driving direction self-driving vehicles, and the distance between any two self-driving vehicles is not less than the vehicle-to-vehicle communication distance. As shown in Figure 5, the device includes sequentially connected: an acquisition module 51, a broadcast module 52, a planning module 53 and a sending module 54, wherein the functions of each module are as follows:

获取模块51,用于获取目标自动驾驶车辆发送的信息;其中,信息包括:目标车辆属性信息和组队请求信息;The obtaining module 51 is used to obtain the information sent by the target self-driving vehicle; wherein, the information includes: target vehicle attribute information and teaming request information;

广播模块52,用于将组队请求信息进行周期性广播,以确认其余自动驾驶车辆中申请组队的至少一辆组队自动驾驶车辆;The broadcast module 52 is configured to periodically broadcast teaming request information to confirm at least one teaming self-driving vehicle that applies for teaming among the remaining self-driving vehicles;

规划模块53,用于获取组队自动驾驶车辆的组队车辆属性信息,并根据目标车辆属性信息和组队车辆属性信息进行组队规划,得到目标组队策略;The planning module 53 is used to obtain the group vehicle attribute information of the grouped self-driving vehicles, and perform group planning according to the target vehicle attribute information and the group vehicle attribute information, and obtain the target group strategy;

发送模块54,用于将目标组队策略分别发送至目标自动驾驶车辆和组队自动驾驶车辆,以使目标自动驾驶车辆和组队自动驾驶车辆按照目标组队策略进行组队。The sending module 54 is configured to send the target teaming strategy to the target autonomous vehicle and the teamed autonomous vehicles, so that the target autonomous vehicle and the teamed autonomous vehicles form a team according to the target teaming strategy.

本发明实施例提供的自动驾驶车辆在途组队装置,通过RSU侧,实现了远距离(即超出车车通信距离)自动驾驶车辆间信息交互及在途组队,提高了自动驾驶车辆在途组队的高效性和安全性。The in-transit teaming device for autonomous vehicles provided by the embodiments of the present invention realizes information interaction and in-transit teaming between long-distance (that is, beyond the vehicle-to-vehicle communication distance) automatic driving vehicles through the RSU side, and improves the efficiency of in-transit teaming for autonomous vehicles. Efficiency and safety.

在其中一种可能的实施例中,每辆自动驾驶车辆的车辆属性信息包括:静态信息和动态信息;其中,静态信息包括:车身参数和车辆发动机功率,动态信息包括:实时位置和实时速度;上述规划模块53还用于:根据目标自动驾驶车辆的目标动态信息和组队自动驾驶车辆的组队动态信息,以油耗为目标进行组队规划,得到目标组队策略;其中,目标组队策略包括:组队过程中,目标自动驾驶车辆对应的第一组队速度,组队自动驾驶车辆对应的第二组队速度,以及组队完成时间。In one possible embodiment, the vehicle attribute information of each self-driving vehicle includes: static information and dynamic information; wherein, the static information includes: vehicle body parameters and vehicle engine power, and the dynamic information includes: real-time position and real-time speed; The above-mentioned planning module 53 is also used for: according to the target dynamic information of the target self-driving vehicle and the team dynamic information of the team-up self-driving vehicles, the fuel consumption is used as the target for team planning to obtain the target team strategy; wherein, the target team strategy Including: during the team formation process, the first team speed corresponding to the target self-driving vehicle, the second team speed corresponding to the team self-driving vehicle, and the team completion time.

在另一种可能的实施例中,上述发送模块54用于:将第一组队速度和组队完成时间发送至目标自动驾驶车辆,以及,将第二组队速度和组队完成时间发送至组队自动驾驶车辆,以使目标自动驾驶车辆按照第一组队速度、组队自动驾驶车辆按照第二组队速度进行组队。In another possible embodiment, the sending module 54 is configured to: send the first team speed and team completion time to the target self-driving vehicle, and send the second team speed and team completion time to The self-driving vehicles are formed into a team, so that the target self-driving vehicles form a team according to the first team speed, and the team self-driving vehicles form a team according to the second team speed.

在另一种可能的实施例中,该装置还包括:获取目标自动驾驶车辆发送的组队信息;其中,组队信息包括以下至少之一:组队ID信息、领航车辆的ID信息、组队的行驶方向、组队的当前位置、组队内各车型信息、组队的巡航速度、组队的车间距、组队的成员数、组队成员的ID列表、组队的长度和组队的行驶路线;将组队信息发送至组队自动驾驶车辆。In another possible embodiment, the device further includes: acquiring team information sent by the target self-driving vehicle; wherein the team information includes at least one of the following: team ID information, pilot vehicle ID information, team The driving direction of the team, the current position of the team, the information of each vehicle in the team, the cruising speed of the team, the distance between cars of the team, the number of members of the team, the ID list of the team members, the length of the team and the Driving route; send team information to the team's self-driving vehicles.

在另一种可能的实施例中,每辆自动驾驶车辆还配置有自由巡航模式和组队巡航模式,该装置还包括:当监听到组队完成时,生成模式切换指令;将模式切换指令分别发送至目标自动驾驶车辆和组队自动驾驶车辆,以使目标自动驾驶车辆和组队自动驾驶车辆均根据模式切换指令从自由巡航模式切换为组队巡航模式。In another possible embodiment, each self-driving vehicle is also configured with a free cruising mode and a team cruising mode, and the device further includes: generating a mode switching instruction when it is detected that the team is completed; Send to the target self-driving vehicle and the group self-driving vehicle, so that both the target self-driving vehicle and the group self-driving vehicle switch from the free cruising mode to the group cruising mode according to the mode switching instruction.

在另一种可能的实施例中,上述组队请求信息还携带有优先级信息,该装置还包括:获取组队请求信息集合;其中,组队请求信息集合包括同一时刻的多个组队请求信息,每个组队请求信息对应不同的自动驾驶车辆;基于组队请求信息携带的优先级信息,确定目标组队请求信息。In another possible embodiment, the above-mentioned team formation request information also carries priority information, and the apparatus further includes: acquiring a team formation request information set; wherein, the team formation request information set includes multiple team formation requests at the same time Information, each teaming request information corresponds to a different self-driving vehicle; based on the priority information carried in the teaming request information, determine the target teaming request information.

在另一种可能的实施例中,上述确认其余自动驾驶车辆中申请组队的至少一辆组队自动驾驶车辆,包括:当监听到确认申请组队信息时,将其余自动驾驶车辆中,确认申请组队信息对应的自动驾驶车辆确认为组队自动驾驶车辆。In another possible embodiment, the above-mentioned confirmation of at least one teaming self-driving vehicle among the remaining self-driving vehicles that applies for forming a team includes: when listening to the message of confirming the teaming application, confirming The self-driving vehicle corresponding to the application team information is confirmed as the team self-driving vehicle.

本发明实施例提供的自动驾驶车辆在途组队装置,与上述实施例提供的自动驾驶车辆在途组队方法具有相同的技术特征,所以也能解决相同的技术问题,达到相同的技术效果。The self-driving vehicle teaming device provided by the embodiment of the present invention has the same technical features as the method for self-driving vehicle teaming provided by the above-mentioned embodiments, so it can also solve the same technical problems and achieve the same technical effect.

本发明实施例还提供一种电子设备,包括处理器和存储器,存储器存储有能够被处理器执行的机器可执行指令,处理器执行机器可执行指令以实现上述自动驾驶车辆在途组队方法。An embodiment of the present invention also provides an electronic device, including a processor and a memory, the memory stores machine-executable instructions that can be executed by the processor, and the processor executes the machine-executable instructions to implement the above-mentioned on-the-go teaming method for self-driving vehicles.

参见图6所示,该电子设备包括处理器60和存储器61,该存储器61存储有能够被处理器60执行的机器可执行指令,该处理器60执行机器可执行指令以实现上述自动驾驶车辆在途组队方法。As shown in FIG. 6, the electronic device includes a processor 60 and a memory 61, the memory 61 stores machine-executable instructions that can be executed by the processor 60, and the processor 60 executes the machine-executable instructions to realize the above-mentioned self-driving vehicle on the way. Team method.

进一步地,图6所示的电子设备还包括总线62和通信接口63,处理器60、通信接口63和存储器61通过总线62连接。Further, the electronic device shown in FIG. 6 further includes a bus 62 and a communication interface 63 , and the processor 60 , the communication interface 63 and the memory 61 are connected through the bus 62 .

其中,存储器61可能包含高速随机存取存储器(RAM,Random Access Memory),也可能还包括非不稳定的存储器(non-volatile memory),例如至少一个磁盘存储器。通过至少一个通信接口63(可以是有线或者无线)实现该系统网元与至少一个其他网元之间的通信连接,可以使用互联网,广域网,本地网,城域网等。总线62可以是ISA(IndustrialStandard Architecture,工业标准结构总线)总线、PCI(Peripheral ComponentInterconnect,外设部件互连标准)总线或EISA(Enhanced Industry StandardArchitecture,扩展工业标准结构)总线等。上述总线可以分为地址总线、数据总线、控制总线等。为便于表示,图6中仅用一个双向箭头表示,但并不表示仅有一根总线或一种类型的总线。Wherein, the memory 61 may include a high-speed random access memory (RAM, Random Access Memory), and may also include a non-volatile memory (non-volatile memory), such as at least one disk memory. The communication connection between the system network element and at least one other network element is realized through at least one communication interface 63 (which may be wired or wireless), and the Internet, wide area network, local network, metropolitan area network, etc. can be used. The bus 62 may be an ISA (Industrial Standard Architecture, industry standard architecture bus) bus, a PCI (Peripheral Component Interconnect, peripheral component interconnect standard) bus, or an EISA (Enhanced Industry Standard Architecture, extended industry standard architecture) bus, etc. The above bus can be divided into address bus, data bus, control bus and so on. For ease of representation, only one double-headed arrow is used in FIG. 6 , but it does not mean that there is only one bus or one type of bus.

处理器60可能是一种集成电路芯片,具有信号的处理能力。在实现过程中,上述方法的各步骤可以通过处理器60中的硬件的集成逻辑电路或者软件形式的指令完成。上述的处理器60可以是通用处理器,包括中央处理器(Central Processing Unit,简称CPU)、网络处理器(Network Processor,简称NP)等;还可以是数字信号处理器(Digital SignalProcessor,简称DSP)、专用集成电路(Application Specific Integrated Circuit,简称ASIC)、现场可编程门阵列(Field-Programmable Gate Array,简称FPGA)或者其他可编程逻辑器件、分立门或者晶体管逻辑器件、分立硬件组件。可以实现或者执行本发明实施例中的公开的各方法、步骤及逻辑框图。通用处理器可以是微处理器或者该处理器也可以是任何常规的处理器等。结合本发明实施例所公开的方法的步骤可以直接体现为硬件译码处理器执行完成,或者用译码处理器中的硬件及软件模块组合执行完成。软件模块可以位于随机存储器,闪存、只读存储器,可编程只读存储器或者电可擦写可编程存储器、寄存器等本领域成熟的存储介质中。该存储介质位于存储器61,处理器60读取存储器61中的信息,结合其硬件完成前述实施例的方法的步骤。The processor 60 may be an integrated circuit chip with signal processing capability. In the implementation process, each step of the above method can be completed by an integrated logic circuit of hardware in the processor 60 or an instruction in the form of software. The above-mentioned processor 60 can be a general-purpose processor, including a central processing unit (Central Processing Unit, referred to as CPU), a network processor (Network Processor, referred to as NP), etc.; it can also be a digital signal processor (Digital Signal Processor, referred to as DSP) , Application Specific Integrated Circuit (ASIC for short), Field Programmable Gate Array (Field-Programmable Gate Array, FPGA for short) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components. Various methods, steps and logic block diagrams disclosed in the embodiments of the present invention may be implemented or executed. A general-purpose processor may be a microprocessor, or the processor may be any conventional processor, or the like. The steps of the methods disclosed in the embodiments of the present invention may be directly implemented by a hardware decoding processor, or implemented by a combination of hardware and software modules in the decoding processor. The software module can be located in a mature storage medium in the field such as random access memory, flash memory, read-only memory, programmable read-only memory or electrically erasable programmable memory, register. The storage medium is located in the memory 61, and the processor 60 reads the information in the memory 61, and completes the steps of the methods of the foregoing embodiments in combination with its hardware.

本实施例还提供一种机器可读存储介质,机器可读存储介质存储有机器可执行指令,机器可执行指令在被处理器调用和执行时,机器可执行指令促使处理器实现上述自动驾驶车辆在途组队方法。This embodiment also provides a machine-readable storage medium. The machine-readable storage medium stores machine-executable instructions. When the machine-executable instructions are called and executed by the processor, the machine-executable instructions prompt the processor to implement the above-mentioned self-driving vehicle. On-the-go team formation method.

本发明实施例所提供的自动驾驶车辆在途组队方法、装置和电子设备的计算机程序产品,包括存储了程序代码的计算机可读存储介质,所述程序代码包括的指令可用于执行前面方法实施例中所述的方法,具体实现可参见方法实施例,在此不再赘述。The computer program product of the self-driving vehicle teaming method, device, and electronic equipment provided by the embodiments of the present invention includes a computer-readable storage medium storing program codes, and the instructions included in the program codes can be used to execute the preceding method embodiments The specific implementation of the method described in may refer to the method embodiments, and details are not repeated here.

所属领域的技术人员可以清楚地了解到,为描述的方便和简洁,上述描述的系统和装置的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。Those skilled in the art can clearly understand that for the convenience and brevity of description, the specific working process of the above-described system and device can refer to the corresponding process in the foregoing method embodiments, which will not be repeated here.

另外,在本发明实施例的描述中,除非另有明确的规定和限定,术语“安装”、“相连”、“连接”应做广义理解,例如,可以是固定连接,也可以是可拆卸连接,或一体地连接;可以是机械连接,也可以是电连接;可以是直接相连,也可以通过中间媒介间接相连,可以是两个元件内部的连通。对于本领域的普通技术人员而言,可以具体情况理解上述术语在本发明中的具体含义。In addition, in the description of the embodiments of the present invention, unless otherwise specified and limited, the terms "installation", "connection" and "connection" should be understood in a broad sense, for example, it can be a fixed connection or a detachable connection , or integrally connected; it may be mechanically connected or electrically connected; it may be directly connected or indirectly connected through an intermediary, and it may be the internal communication of two components. Those of ordinary skill in the art can understand the specific meanings of the above terms in the present invention in specific situations.

所述功能如果以软件功能单元的形式实现并作为独立的产品销售或使用时,可以存储在一个处理器可执行的非易失的计算机可读取存储介质中。基于这样的理解,本发明的技术方案本质上或者说对现有技术做出贡献的部分或者该技术方案的部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质中,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行本发明各个实施例所述方法的全部或部分步骤。而前述的存储介质包括:U盘、移动硬盘、只读存储器(ROM,Read-Only Memory)、随机存取存储器(RAM,Random Access Memory)、磁碟或者光盘等各种可以存储程序代码的介质。If the functions are realized in the form of software function units and sold or used as independent products, they can be stored in a non-volatile computer-readable storage medium executable by a processor. Based on this understanding, the essence of the technical solution of the present invention or the part that contributes to the prior art or the part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including Several instructions are used to make a computer device (which may be a personal computer, a server, or a network device, etc.) execute all or part of the steps of the methods described in various embodiments of the present invention. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic disk or optical disk and other media that can store program codes. .

在本发明的描述中,需要说明的是,术语“中心”、“上”、“下”、“左”、“右”、“竖直”、“水平”、“内”、“外”等指示的方位或位置关系为基于附图所示的方位或位置关系,仅是为了便于描述本发明和简化描述,而不是指示或暗示所指的装置或元件必须具有特定的方位、以特定的方位构造和操作,因此不能理解为对本发明的限制。此外,术语“第一”、“第二”、“第三”仅用于描述目的,而不能理解为指示或暗示相对重要性。In the description of the present invention, it should be noted that the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer" etc. The indicated orientation or positional relationship is based on the orientation or positional relationship shown in the drawings, and is only for the convenience of describing the present invention and simplifying the description, rather than indicating or implying that the referred device or element must have a specific orientation, or in a specific orientation. construction and operation, therefore, should not be construed as limiting the invention. In addition, the terms "first", "second", and "third" are used for descriptive purposes only, and should not be construed as indicating or implying relative importance.

最后应说明的是:以上所述实施例,仅为本发明的具体实施方式,用以说明本发明的技术方案,而非对其限制,本发明的保护范围并不局限于此,尽管参照前述实施例对本发明进行了详细的说明,本领域的普通技术人员应当理解:任何熟悉本技术领域的技术人员在本发明揭露的技术范围内,其依然可以对前述实施例所记载的技术方案进行修改或可轻易想到变化,或者对其中部分技术特征进行等同替换;而这些修改、变化或者替换,并不使相应技术方案的本质脱离本发明实施例技术方案的精神和范围,都应涵盖在本发明的保护范围之内。因此,本发明的保护范围应所述以权利要求的保护范围为准。Finally, it should be noted that: the above-described embodiments are only specific implementations of the present invention, used to illustrate the technical solutions of the present invention, rather than limiting them, and the scope of protection of the present invention is not limited thereto, although referring to the foregoing The embodiment has described the present invention in detail, and those skilled in the art should understand that any person familiar with the technical field can still modify the technical solutions described in the foregoing embodiments within the technical scope disclosed in the present invention Changes can be easily thought of, or equivalent replacements are made to some of the technical features; and these modifications, changes or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present invention, and should be included in the scope of the present invention within the scope of protection. Therefore, the protection scope of the present invention should be based on the protection scope of the claims.

Claims (8)

1. The method is characterized by being applied to an RSU side, wherein the RSU side is in communication connection with a vehicle side; wherein the vehicle side includes: a plurality of autonomous vehicles in a same driving direction, and a distance between any two of the autonomous vehicles is not less than a vehicle-to-vehicle communication distance, the method comprising:
acquiring information sent by a target autonomous vehicle; wherein the information comprises: target vehicle attribute information and team formation request information;
periodically broadcasting the team formation request information to confirm at least one team automatic driving vehicle applying team formation in the rest automatic driving vehicles; determining a plurality of RSUs within a preset range according to the real-time position of the target automatic driving vehicle, and sending the team formation request information to the RSUs, so that the RSUs broadcast the team formation request information periodically at the same time;
obtaining team vehicle attribute information of the team automatic driving vehicles, and carrying out team planning according to the target vehicle attribute information and the team vehicle attribute information to obtain a target team strategy;
respectively sending the target team forming strategy to the target automatic driving vehicle and the team automatic driving vehicle so as to enable the target automatic driving vehicle and the team automatic driving vehicle to form a team according to the target team forming strategy;
wherein the vehicle attribute information of each of the autonomous vehicles includes: static information and dynamic information; wherein the static information includes: body parameters and vehicle engine power, the dynamic information including: real-time position and real-time velocity;
the step of performing a formation planning according to the target vehicle attribute information and the formation vehicle attribute information includes:
according to the target dynamic information of the target automatic driving vehicle and the team forming dynamic information of the team automatic driving vehicle, carrying out team forming planning by taking the minimum oil consumption of the target automatic driving vehicle and the team forming automatic driving vehicle as a target in a vehicle team forming process to obtain a target team forming strategy; wherein the target team forming strategy comprises: in the team forming process, a first team forming speed corresponding to the target automatic driving vehicle, a second team forming speed corresponding to the team automatic driving vehicle and team forming completion time;
the team formation request information also carries priority information, and the method further comprises:
acquiring a team formation request information set; the team formation request information set comprises a plurality of team formation request information at the same time, and each team formation request information corresponds to different automatic driving vehicles;
and determining target team forming request information based on the priority information carried by the team forming request information.
2. The method of claim 1, wherein the step of sending the target fleet strategy to the target autonomous vehicle and the fleet autonomous vehicle, respectively, comprises:
and sending the first team formation speed and the team formation completion time to the target automatic driving vehicle, and sending the second team formation speed and the team formation completion time to the team automatic driving vehicle, so that the target automatic driving vehicle forms a team according to the first team formation speed and the team formation automatic driving vehicle according to the second team formation speed.
3. The method of claim 1, further comprising:
acquiring team formation information sent by the target automatic driving vehicle; wherein the formation information comprises at least one of: the method comprises the following steps of (1) forming a team ID information, a pilot vehicle ID information, a forming traveling direction, a forming current position, each vehicle type information in the team, a cruising speed of the team, a vehicle interval of the team, the number of members of the team, an ID list of the members of the team, the length of the team and a traveling route of the team;
and sending the team formation information to the team automatic driving vehicle.
4. The method of claim 1, wherein each of the autonomous vehicles is further configured with a free cruise mode and a fleet cruise mode, the method further comprising:
when the completion of team formation is monitored, a mode switching instruction is generated;
and respectively sending the mode switching instruction to the target automatic driving vehicle and the team automatic driving vehicle, so that the target automatic driving vehicle and the team automatic driving vehicle are switched from the free cruise mode to the team cruise mode according to the mode switching instruction.
5. The method of claim 1, wherein the step of identifying at least one of the remaining autonomous vehicles for which a fleet is requested comprises:
and when the confirmation application team formation information is monitored, the automatic driving vehicles corresponding to the confirmation application team formation information in the rest automatic driving vehicles are confirmed as the automatic driving vehicles for the team.
6. The on-road team forming device for the automatic driving vehicles is characterized by being applied to an RSU side, wherein the RSU side is in communication connection with a vehicle side; wherein the vehicle side includes: a plurality of autonomous vehicles in the same driving direction, and a distance between any two of the autonomous vehicles is not less than a vehicle-to-vehicle communication distance, the apparatus including:
the acquisition module is used for acquiring information sent by the target automatic driving vehicle; wherein the information comprises: target vehicle attribute information and team formation request information;
the broadcasting module is used for periodically broadcasting the team formation request information so as to confirm at least one team automatic driving vehicle applying for team formation in the rest automatic driving vehicles; determining a plurality of RSUs within a preset range according to the real-time position of the target automatic driving vehicle, and sending the team formation request information to the RSUs, so that the RSUs broadcast the team formation request information periodically at the same time;
the planning module is used for acquiring the grouping vehicle attribute information of the automatic driving vehicles for grouping, and carrying out grouping planning according to the target vehicle attribute information and the grouping vehicle attribute information to obtain a target grouping strategy;
the sending module is used for sending the target team formation strategy to the target automatic driving vehicle and the team automatic driving vehicle respectively so as to enable the target automatic driving vehicle and the team automatic driving vehicle to form a team according to the target team formation strategy;
wherein the vehicle attribute information of each of the autonomous vehicles includes: static information and dynamic information; wherein the static information includes: body parameters and vehicle engine power, the dynamic information including: real-time position and real-time velocity;
the performing of the formation planning according to the target vehicle attribute information and the formation vehicle attribute information includes:
according to the target dynamic information of the target automatic driving vehicle and the team forming dynamic information of the team automatic driving vehicle, carrying out team forming planning by taking the minimum oil consumption of the target automatic driving vehicle and the team forming automatic driving vehicle as a target in a vehicle team forming process to obtain a target team forming strategy; wherein the target team grouping policy comprises: in the team forming process, a first team forming speed corresponding to the target automatic driving vehicle, a second team forming speed corresponding to the team forming automatic driving vehicle and team forming completion time;
the formation request information also carries priority information, and the apparatus further includes:
acquiring a team formation request information set; the team formation request information set comprises a plurality of team formation request information at the same time, and each team formation request information corresponds to different automatic driving vehicles;
and determining target team forming request information based on the priority information carried by the team forming request information.
7. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the steps of the method of any of the preceding claims 1-5 are implemented when the computer program is executed by the processor.
8. A computer-readable storage medium, characterized in that a computer program is stored on the computer-readable storage medium, which computer program, when being executed by a processor, is adapted to carry out the steps of the method according to any of the claims 1-5.
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