CN112396861B - Vehicle assisted driving control method and device thereof - Google Patents
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Abstract
本发明提供一种汽车辅助驾驶控制方法及其装置,所述方法包括响应于汽车行驶轨迹的轨迹生成信号,获取汽车规划的行驶轨迹;获取行驶轨迹中的全部目标位置并生成目标位置集;根据目标位置集中的第一个指定位置和起始位置生成第一子轨迹;获取汽车在第一子轨迹上的行驶状态;获取目标位置集中第二个指定位置的位置状态,并根据行驶状态和位置状态生成所述汽车在所述行驶轨迹上的行驶决策。本发明通过根据接送目标的实际位置和实际情况进行行驶路线的规划,满足司机行驶路线的科学规划,也实现了对多个乘客乘车需求的满足,同时也使得多个乘客乘车时获得更好的乘车体验,避免多个乘客乘车导致接送顺序无序的问题。
The present invention provides a method and device for assisted driving control of a vehicle. The method comprises: in response to a trajectory generation signal of the vehicle's driving trajectory, obtaining a planned driving trajectory of the vehicle; acquiring all target positions in the driving trajectory and generating a target position set; The first specified position and starting position in the target position set generate the first sub-track; obtain the driving state of the car on the first sub-track; obtain the position status of the second specified position in the target position set, and use the driving state and position according to The states generate driving decisions for the vehicle on the driving trajectory. By planning the driving route according to the actual location and actual situation of the pick-up target, the present invention satisfies the scientific planning of the driving route of the driver, and also realizes the satisfaction of the riding needs of multiple passengers, and also enables multiple passengers to obtain more benefits when riding the bus. A good ride experience, avoiding the problem of disordered pick-up and drop-off caused by multiple passengers taking the bus.
Description
技术领域technical field
本发明涉及通信技术领域,尤其涉及一种汽车辅助驾驶控制方法及其装置。The present invention relates to the technical field of communications, and in particular, to a method and a device for assisting driving control of an automobile.
背景技术Background technique
目前,当有司机多个订单需要完成时,如何根据每个订单制订相应的服务策略,例如当司机接收到多个乘客出行需求,根据每个乘客的目的地、实际需求情况和地理位置改变而制订相应的服务策略,又例如校车或通勤车需要接送每个指定目标时,除了预定的上车地点外,如何根据接送目标的实际位置和实际情况进行行驶路线的规划等,都是亟待解决的问题。At present, when a driver has multiple orders to complete, how to formulate a corresponding service strategy according to each order, for example, when a driver receives multiple passengers' travel requirements, according to each passenger's destination, actual demand and geographic location changes Formulate corresponding service strategies. For example, when a school bus or commuter bus needs to pick up and drop off each designated target, in addition to the predetermined pick-up location, how to plan the driving route according to the actual location and actual situation of the pick-up target, etc., are urgently to be solved. question.
发明内容SUMMARY OF THE INVENTION
本发明的目的是针对上述不足之处,提供一种汽车辅助驾驶控制方法及其装置,旨在至少解决现有技术中存在的技术问题之一。The purpose of the present invention is to provide a method and a device for assisting driving of an automobile in view of the above shortcomings, aiming at at least solving one of the technical problems existing in the prior art.
本发明是采取以下技术方案实现的:The present invention adopts following technical scheme to realize:
汽车辅助驾驶控制方法,包括:Vehicle assisted driving control methods, including:
S1、响应于汽车行驶轨迹的轨迹生成信号,获取所述汽车规划的行驶轨迹;S1, in response to the trajectory generation signal of the vehicle's driving trajectory, obtain the planned driving trajectory of the vehicle;
S2、获取所述行驶轨迹中的全部目标位置并生成目标位置集;S2, acquiring all target positions in the driving trajectory and generating a target position set;
S3、根据所述目标位置集中的第一个指定位置和起始位置生成第一子轨迹;S3, generate the first sub-track according to the first specified position and the starting position in the target position set;
S4、获取所述汽车在所述第一子轨迹上的行驶状态;S4, acquiring the driving state of the vehicle on the first sub-track;
S5、获取所述目标位置集中第二个指定位置的位置状态,并根据所述行驶状态和所述位置状态生成所述汽车在所述行驶轨迹上的行驶决策。S5. Acquire the position state of the second specified position in the target position set, and generate a driving decision of the vehicle on the driving track according to the driving state and the position state.
根据本发明的一种实施方式,所述步骤S1,即响应于汽车行驶轨迹的轨迹生成信号,获取所述汽车规划的行驶轨迹步骤中,具体包括:According to an embodiment of the present invention, the step S1, that is, the step of acquiring the planned driving trajectory of the vehicle in response to the trajectory generation signal of the vehicle's driving trajectory, specifically includes:
S11、提取所述轨迹生成信号中的信号数据,识别所述信号数据中的起始位置、目标位置和疑似目标位置;S11, extracting the signal data in the trajectory generation signal, identifying the starting position, the target position and the suspected target position in the signal data;
S12、将所述起始位置标记为起始位置特征,所述目标位置标记为目标位置特征,将所述疑似目标位置标记为疑似目标特征;S12, marking the starting position as a starting position feature, marking the target position as a target position feature, and marking the suspected target position as a suspected target feature;
S13、获取所述起始位置特征指向多个所述目标位置特征的多个第一特征向量,获取所述起始位置特征指向多个所述疑似目标特征的多个第二特征向量;S13, acquiring a plurality of first feature vectors in which the initial position feature points to a plurality of the target position features, and acquiring a plurality of second feature vectors in which the initial position feature points to a plurality of the suspected target features;
S14、根据所述第一特征向量和所述第二特征向量生成行驶轨迹。S14. Generate a travel trajectory according to the first feature vector and the second feature vector.
其中,起始位置是指汽车的出发位置或者选择的出发位置,目标位置是指在整个行驶轨迹中的多个目的地,或者多个目标发送的乘车位置,疑似目标位置是指从起始位置至目标位置之间可能途径的疑似目标位置。Among them, the starting position refers to the starting position of the car or the selected starting position, the target position refers to multiple destinations in the entire driving track, or the riding position sent by multiple targets, and the suspected target position refers to the starting position from the starting position. The suspected target location of the possible route between the location and the target location.
需要说明的是,疑似目标位置是信号数据中提及到的位置、路标或路线,通过对信号数据中的疑似目标位置获取,可以更精确的为司机规划行驶路线,也可以为多个乘客提供个性化服务。It should be noted that the suspected target position is the position, road sign or route mentioned in the signal data. By obtaining the suspected target position in the signal data, the driving route can be more accurately planned for the driver, and can also be provided for multiple passengers. Personalized service.
在一个应用场景中,司机与乘客A约定到X处乘车,与乘客B约定到Y处乘车,司机约定先实现乘客A的乘车需求后,再实现乘客B的乘车需求,此时司机与乘客B沟通时,交流中会涉及到从X处至Y处之间的路线等方面的细节,如果在交流中涉及到W处,则W处为疑似目标位置。In an application scenario, the driver agrees to take a ride at X with passenger A, and agrees with passenger B to take a ride at Y. The driver agrees to fulfill passenger A's ride demand first, and then fulfills passenger B's ride demand. At this time When the driver communicates with passenger B, the details of the route from X to Y will be involved in the communication. If W is involved in the communication, then W is the suspected target location.
根据本发明的一种实施方式,所述步骤S11,即提取所述轨迹生成信号中的信号数据,识别所述信号数据中的起始位置、目标位置和疑似目标位置的步骤中,具体包括:According to an embodiment of the present invention, the step S11, that is, the step of extracting the signal data in the trajectory generation signal, and identifying the starting position, the target position and the suspected target position in the signal data, specifically includes:
识别所述信号数据中所述汽车的出发位置并标记为所述起始位置;Identifying the starting position of the vehicle in the signal data and marking it as the starting position;
识别所述信号数据中目标所在位置并标记为所述目标位置;Identify the location of the target in the signal data and mark it as the target location;
识别所述信号数据中所述汽车的途径路线并标记为所述疑似目标位置。Identify the route of the vehicle in the signal data and mark it as the suspected target location.
具体来说,本实施方式提供了一种识别所述信号数据中的起始位置、目标位置和疑似目标位置的实施方式。Specifically, this embodiment provides an embodiment for identifying the starting position, the target position and the suspected target position in the signal data.
在一个应用场景中,司机约定与乘客C在“第三个路口”乘车,并且在交流中约定先经过“北一街”后,在从“北二街”向“第三个路口”驶去,此时,司机所在的位置为起始位置,“第三个路口”为目标位置,“北一街”和“北二街”为疑似目标位置。In an application scenario, the driver agrees to take the car at the "third intersection" with passenger C, and in the communication, agrees to drive from "North Second Street" to the "third intersection" after passing through "North First Street" first. Go, at this time, the driver's position is the starting position, the "third intersection" is the target position, and "North First Street" and "North Second Street" are the suspected target positions.
根据本发明的一种实施方式,所述获取所述行驶轨迹中的全部目标位置并生成目标位置集的步骤中,具体包括:According to an embodiment of the present invention, the step of acquiring all target positions in the driving trajectory and generating a target position set specifically includes:
提取所述行驶轨迹中的所述目标位置和所述疑似目标位置,并根据所述目标位置和所述疑似目标位置生成所述目标位置集。The target position and the suspected target position in the driving trajectory are extracted, and the target position set is generated according to the target position and the suspected target position.
具体来说,本实施例提供了一种提取所述行驶轨迹中目标位置和疑似目标位置的实施方式,通过对信号数据汇总全部的目标位置和疑似目标位置进行提取,便于对目标位置和疑似目标位置的提取以及后期处理。Specifically, this embodiment provides an implementation manner of extracting the target position and the suspected target position in the driving track. By extracting all the target positions and suspected target positions from the signal data, it is convenient for the target position and the suspected target position to be extracted. Location extraction and post-processing.
根据本发明的一种实施方式,所述根据所述目标位置集中的第一个指定位置和起始位置生成第一子轨迹的步骤中,具体包括:According to an embodiment of the present invention, the step of generating the first sub-track according to the first specified position and the starting position in the target position set specifically includes:
若所述第一个指定位置为所述目标位置,则根据所述第一指定位置与所述起始位置生成第一子轨迹,并向全部所述目标位置发送所述第一子轨迹;If the first designated position is the target position, generating a first sub-track according to the first designated position and the starting position, and sending the first sub-track to all the target positions;
若所述第一个指定位置为所述疑似目标位置,则选取与所述疑似目标位置距离最近的所述目标位置,生成基于所述起始位置和所述目标位置并途径所述疑似目标位置的第一子轨迹。If the first designated position is the suspected target position, select the target position closest to the suspected target position, generate a path based on the starting position and the target position and route the suspected target position the first subtrack of .
具体来说,本实施例提供了一种对第一个指定位置实施可能性进而实现第一子轨迹的实施方式,通过对第一个指定位置为目标位置或者疑似目标位置进行判断,实现了第一子轨迹规划的两种方式。Specifically, this embodiment provides an implementation of the possibility of implementing the first designated position and then realizing the first sub-track. By judging that the first designated position is the target position or the suspected target position, the first designated position Two ways of planning a sub-trajectory.
根据本发明的一种实施方式,所述获取所述汽车在所述第一子轨迹上的行驶状态的步骤中,具体包括:According to an embodiment of the present invention, the step of acquiring the driving state of the vehicle on the first sub-track specifically includes:
实时获取所述第一子轨迹的路况信息,并提取所述第一子轨迹上的障碍物进行判断,所述判断逻辑为:Obtain the road condition information of the first sub-track in real time, and extract the obstacles on the first sub-track for judgment. The judgment logic is:
若所述汽车无法完成所述第一子轨迹,则根据所述汽车当前位置与所述第一个指定位置之间更新所述第一子轨迹,并向全部所述目标位置发送更新后的所述第一子轨迹。If the car cannot complete the first sub-track, update the first sub-track according to the distance between the current position of the car and the first designated position, and send the updated all target positions to all the target positions. Describe the first sub-track.
具体来说,本实施例提供了一种汽车在第一字轨迹行驶时遇到障碍物的实施方式,若能够绕过障碍物或者在预设时间、预设条件下能够完成第一子轨迹,则按照原计划进行,若无法通过障碍物完成第一子轨迹,则重新生成第一子轨迹。Specifically, this embodiment provides an implementation manner in which a car encounters an obstacle when driving on a first-character trajectory. If the obstacle can be bypassed or the first sub-track can be completed under a preset time and preset conditions, Then proceed according to the original plan. If the first sub-track cannot be completed through the obstacle, the first sub-track is regenerated.
根据本发明的一种实施方式,所述获取所述目标位置集中第二个指定位置的位置状态,并根据所述行驶状态和所述位置状态生成所述汽车在所述行驶轨迹上的行驶决策的步骤中,具体包括:According to an embodiment of the present invention, acquiring the position state of the second specified position in the target position set, and generating a driving decision of the car on the driving track according to the driving state and the position state steps, including:
若所述第二个指定位置为目标位置,则持续获取所述第二个指定位置的位置状态;If the second specified position is the target position, continuously obtain the position status of the second specified position;
若所述第二个指定位置为疑似目标位置,则选取与所述疑似目标位置距离最近的所述目标位置,将该所述目标位置标记为所述第二个指定位置,并持续获取所述第二个指定位置的位置状态;If the second designated position is a suspected target position, select the target position closest to the suspected target position, mark the target position as the second designated position, and continue to acquire the The position status of the second specified position;
其中,所述第二个指定位置的位置状态发生变化,则获取所述第二个指定位置的位置坐标,并与预设移动范围进行比较:Wherein, when the position state of the second specified position changes, the position coordinates of the second specified position are obtained and compared with the preset movement range:
若所述第二个指定位置的位置坐标处于所述预设移动范围内,则持续获取所述第二个指定位置的位置状态;If the position coordinates of the second designated position are within the preset movement range, continuously acquiring the position state of the second designated position;
若所述第二个指定位置的位置坐标处于所述预设移动范围外,则选取与所述第一个指定位置距离最近的所述目标位置为所述第二个指定位置,并持续获取所述第二个指定位置的位置状态。If the position coordinates of the second specified position are outside the preset movement range, select the target position closest to the first specified position as the second specified position, and continuously acquire all Describes the location status of the second specified location.
具体来说,本实施例提供了关于第二个指定位置的实施方式,通过对第二个指定位置的位置状态进行获取,实现了对多个乘客乘车需求的满足,同时也使得多个乘客乘车时获得更好的乘车体验,避免多个乘客乘车导致接送顺序无序的问题。Specifically, this embodiment provides an implementation of the second designated position. By acquiring the position state of the second designated position, the requirements of multiple passengers for rides are met, and at the same time, multiple passengers are Get a better ride experience when you ride, and avoid the problem of multiple passengers riding in a car that causes the pick-up sequence to be out of order.
用于实现所述汽车辅助驾驶控制方法的汽车辅助驾驶控制装置,包括:A vehicle auxiliary driving control device for realizing the vehicle auxiliary driving control method, comprising:
响应模块,用于响应于汽车行驶轨迹的生成信号;a response module, configured to generate a signal in response to the driving trajectory of the vehicle;
获取模块,用于获取汽车规划的行驶轨迹、获取所述行驶轨迹中的全部目标位置、获取汽车在第一子轨迹上的行驶状态以及获取所述目标位置集中的第二个指定位置的位置状态;The acquisition module is used to acquire the planned driving trajectory of the vehicle, acquire all target positions in the driving trajectory, acquire the driving status of the vehicle on the first sub-trajectory, and acquire the position status of the second specified position in the target position set ;
生成模块,用于生成目标位置集、根据所述目标位置集中的第一个指定位置和起始位置生成第一子轨迹以及根据所述行驶状态和所述位置状态生成所述汽车在所述行驶轨迹上的行驶决策。A generating module is configured to generate a set of target positions, generate a first sub-track according to the first specified position and the starting position in the set of target positions, and generate the running state of the car in the driving state according to the driving state and the position state Driving decisions on trajectories.
根据本发明第三方面提供的一种服务器,包括:A server provided according to a third aspect of the present invention includes:
存储器和处理器,所述存储器和所述处理器通过总线完成相互间的通信;a memory and a processor, the memory and the processor communicate with each other through a bus;
所述存储器存储有,能够在所述处理器上运行的计算机指令;the memory stores computer instructions executable on the processor;
所述处理器调用所述计算机程序指令时,能够执行上述的一种汽车辅助驾驶控制方法。When the processor invokes the computer program instructions, it can execute the above-mentioned control method for assisted driving of an automobile.
根据本发明第四方面提供的一种非暂态计算机可读存储介质,其上存储有计算机程序,所述计算机程序被处理器执行时,实现上述的一种汽车辅助驾驶控制方法的步骤。A non-transitory computer-readable storage medium provided according to a fourth aspect of the present invention stores a computer program thereon, and when the computer program is executed by a processor, implements the steps of the above-mentioned method for controlling an assisted driving of a vehicle.
本发明中的上述一个或多个技术方案,至少具有如下技术效果之一:本发明提供的一种汽车辅助驾驶控制方法、装置、服务器及存储介质,通过根据接送目标的实际位置和实际情况进行行驶路线的规划,满足司机行驶路线的科学规划,也实现了对多个乘客乘车需求的满足,同时也使得多个乘客乘车时获得更好的乘车体验,避免多个乘客乘车导致接送顺序无序的问题。The above-mentioned one or more technical solutions in the present invention have at least one of the following technical effects: the present invention provides a method, device, server and storage medium for vehicle assisted driving control. The planning of the driving route meets the scientific planning of the driving route of the driver, and also realizes the satisfaction of the riding needs of multiple passengers, and also enables multiple passengers to get a better ride experience when they ride, and avoids multiple passengers. The problem of out-of-order pickup.
本发明的附加方面和优点将在下面的描述中部分给出,部分将从下面的描述中变得明显,或通过本发明的实践了解到。Additional aspects and advantages of the present invention will be set forth, in part, from the following description, and in part will be apparent from the following description, or may be learned by practice of the invention.
附图说明Description of drawings
为了更清楚地说明本发明或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作一简单地介绍,显而易见地,下面描述中的附图是本发明的一些实施例,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 explain the present invention or the technical solutions in the prior art more clearly, the following will briefly introduce the accompanying drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are the For some embodiments of the invention, for those of ordinary skill in the art, other drawings can also be obtained according to these drawings without any creative effort.
图1是本发明提供的汽车辅助驾驶控制方法的流程逻辑示意图;Fig. 1 is the flow chart logic diagram of the vehicle assisted driving control method provided by the present invention;
图2是本发明提供的电子设备的结构示意图。FIG. 2 is a schematic structural diagram of an electronic device provided by the present invention.
附图标记:Reference number:
810:处理器;820:通信接口;830:存储器;840:通信总线。810: processor; 820: communication interface; 830: memory; 840: communication bus.
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,下面将结合本发明实施例中的附图,对本发明实施例中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的一部分实施例,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的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 purposes, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments These are some embodiments of the present invention, but not all 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 present invention.
下面结合说明书附图对本申请进行具体说明,方法实施例中的具体操作方法也可以应用于装置实施例或系统实施例中。在本申请的描述中,除非另有说明,“至少一个”包括一个或多个。“多个”是指两个或两个以上。例如,A、B和C中的至少一个,包括:单独存在A、单独存在B、同时存在A和B、同时存在A和C、同时存在B和C,以及同时存在A、B和C。在本申请中,“/”表示或的意思,例如,A/B可以表示A或B;本文中的“和/或”仅仅是一种描述关联对象的关联关系,表示可以存在三种关系,例如,A和/或B,可以表示:单独存在A,同时存在A和B,单独存在B这三种情况。The present application will be specifically described below with reference to the accompanying drawings in the specification, and the specific operation methods in the method embodiments may also be applied to the apparatus embodiments or the system embodiments. In the description of this application, unless stated otherwise, "at least one" includes one or more. "Plural" means two or more. For example, at least one of A, B, and C includes: A alone, B alone, A and B simultaneously, A and C, B and C, and A, B, and C simultaneously. In this application, "/" means or, for example, A/B can mean A or B; "and/or" in this document is only an association relationship that describes an associated object, indicating that there can be three kinds of relationships, For example, A and/or B can mean that A exists alone, A and B exist at the same time, and B exists alone.
在本发明的一些具体实施方案中,如图1所示,本发明提供的一种汽车辅助驾驶控制方法,包括:In some specific embodiments of the present invention, as shown in FIG. 1 , the present invention provides a method for controlling assisted driving of an automobile, comprising:
响应于汽车行驶轨迹的轨迹生成信号,获取所述汽车规划的行驶轨迹;In response to the trajectory generation signal of the vehicle's driving trajectory, obtain the planned driving trajectory of the vehicle;
获取所述行驶轨迹中的全部目标位置并生成目标位置集;Acquire all target positions in the travel trajectory and generate a target position set;
根据所述目标位置集中的第一个指定位置和起始位置生成第一子轨迹;Generate a first sub-track according to the first specified position and the starting position in the set of target positions;
获取所述汽车在所述第一子轨迹上的行驶状态;obtaining the driving state of the car on the first sub-track;
获取所述目标位置集中第二个指定位置的位置状态,并根据所述行驶状态和所述位置状态生成所述汽车在所述行驶轨迹上的行驶决策。The position state of the second specified position in the target position set is acquired, and a driving decision of the car on the driving track is generated according to the driving state and the position state.
详细来说,本发明通过根据接送目标的实际位置和实际情况进行行驶路线的规划,满足司机行驶路线的科学规划,也实现了对多个乘客乘车需求的满足,同时也使得多个乘客乘车时获得更好的乘车体验,避免多个乘客乘车导致接送顺序无序的问题。In detail, the present invention satisfies the scientific planning of the driver's driving route by planning the driving route according to the actual location and the actual situation of the pick-up target, and also realizes the satisfaction of the riding needs of multiple passengers, and also enables multiple passengers to travel. Get a better ride experience when you are in the car, and avoid the problem of disordered pick-up and drop-off caused by multiple passengers riding in the car.
在一些可能的实施例中,所述响应于汽车行驶轨迹的轨迹生成信号,获取所述汽车规划的行驶轨迹的步骤中,具体包括:In some possible embodiments, the step of generating a signal in response to the trajectory of the vehicle's driving trajectory and acquiring the planned driving trajectory of the vehicle specifically includes:
提取所述轨迹生成信号中的信号数据,识别所述信号数据中的起始位置、目标位置和疑似目标位置;extracting the signal data in the trajectory generation signal, and identifying the starting position, the target position and the suspected target position in the signal data;
将所述起始位置标记为起始位置特征,所述目标位置标记为目标位置特征,将所述疑似目标位置标记为疑似目标特征;Marking the starting position as a starting position feature, marking the target position as a target position feature, and marking the suspected target position as a suspected target feature;
获取所述起始位置特征指向多个所述目标位置特征的多个第一特征向量,获取所述起始位置特征指向多个所述疑似目标特征的多个第二特征向量;Obtaining a plurality of first feature vectors in which the initial position feature points to a plurality of the target position features, and acquiring a plurality of second feature vectors in which the initial position feature points to a plurality of the suspected target features;
根据所述第一特征向量和所述第二特征向量生成行驶轨迹。A driving trajectory is generated according to the first feature vector and the second feature vector.
具体来说,根据对信号数据进行识别,获取到起始位置、目标位置和疑似目标位置,其中起始位置是指汽车的出发位置或者选择的出发位置,目标位置是指在整个行驶轨迹中的多个目的地,或者多个目标发送的乘车位置,疑似目标位置是指从起始位置至目标位置之间可能途径的疑似目标位置。Specifically, according to the identification of the signal data, the starting position, the target position and the suspected target position are obtained. For multiple destinations, or ride locations sent by multiple destinations, the suspected destination location refers to a possible route between the starting location and the destination location.
需要说明的是,疑似目标位置是信号数据中提及到的位置、路标或路线,通过对信号数据中的疑似目标位置获取,可以更精确的为司机规划行驶路线,也可以为多个乘客提供个性化服务。It should be noted that the suspected target position is the position, road sign or route mentioned in the signal data. By obtaining the suspected target position in the signal data, the driving route can be more accurately planned for the driver, and can also be provided for multiple passengers. Personalized service.
在一个应用场景中,司机与乘客A约定到X处乘车,与乘客B约定到Y处乘车,司机约定先实现乘客A的乘车需求后,再实现乘客B的乘车需求,此时司机与乘客B沟通时,交流中会涉及到从X处至Y处之间的路线等方面的细节,如果在交流中涉及到W处,则W处为疑似目标位置。In an application scenario, the driver agrees to take a ride at X with passenger A, and agrees with passenger B to take a ride at Y. The driver agrees to fulfill passenger A's ride demand first, and then fulfills passenger B's ride demand. At this time When the driver communicates with passenger B, the details of the route from X to Y will be involved in the communication. If W is involved in the communication, then W is the suspected target location.
在一些可能的实施例中,所述提取所述轨迹生成信号中的信号数据,识别所述信号数据中的起始位置、目标位置和疑似目标位置的步骤中,具体包括:In some possible embodiments, the step of extracting the signal data in the trajectory generation signal and identifying the starting position, the target position and the suspected target position in the signal data specifically includes:
识别所述信号数据中所述汽车的出发位置并标记为所述起始位置;Identifying the starting position of the vehicle in the signal data and marking it as the starting position;
识别所述信号数据中目标所在位置并标记为所述目标位置;Identify the location of the target in the signal data and mark it as the target location;
识别所述信号数据中所述汽车的途径路线并标记为所述疑似目标位置。Identify the route of the vehicle in the signal data and mark it as the suspected target location.
具体来说,本实施方式提供了一种识别所述信号数据中的起始位置、目标位置和疑似目标位置的实施方式。Specifically, this embodiment provides an embodiment for identifying the starting position, the target position and the suspected target position in the signal data.
在一个应用场景中,司机约定与乘客C在“第三个路口”乘车,并且在交流中约定先经过“北一街”后,在从“北二街”向“第三个路口”驶去,此时,司机所在的位置为起始位置,“第三个路口”为目标位置,“北一街”和“北二街”为疑似目标位置。In an application scenario, the driver agrees to take the car at the "third intersection" with passenger C, and in the communication, agrees to drive from "North Second Street" to the "third intersection" after passing through "North First Street" first. Go, at this time, the driver's position is the starting position, the "third intersection" is the target position, and "North First Street" and "North Second Street" are the suspected target positions.
在一些可能的实施例中,所述获取所述行驶轨迹中的全部目标位置并生成目标位置集的步骤中,具体包括:In some possible embodiments, the step of acquiring all target positions in the travel trajectory and generating a target position set specifically includes:
提取所述行驶轨迹中的所述目标位置和所述疑似目标位置,并根据所述目标位置和所述疑似目标位置生成所述目标位置集。The target position and the suspected target position in the driving trajectory are extracted, and the target position set is generated according to the target position and the suspected target position.
具体来说,本实施例提供了一种提取所述行驶轨迹中目标位置和疑似目标位置的实施方式,通过对信号数据汇总全部的目标位置和疑似目标位置进行提取,便于对目标位置和疑似目标位置的提取以及后期处理。Specifically, this embodiment provides an implementation manner of extracting the target position and the suspected target position in the driving track. By extracting all the target positions and suspected target positions from the signal data, it is convenient for the target position and the suspected target position to be extracted. Location extraction and post-processing.
在一些可能的实施例中,所述根据所述目标位置集中的第一个指定位置和起始位置生成第一子轨迹的步骤中,具体包括:In some possible embodiments, the step of generating the first sub-track according to the first specified position and the starting position in the target position set specifically includes:
若所述第一个指定位置为所述目标位置,则根据所述第一指定位置与所述起始位置生成第一子轨迹,并向全部所述目标位置发送所述第一子轨迹;If the first designated position is the target position, generating a first sub-track according to the first designated position and the starting position, and sending the first sub-track to all the target positions;
若所述第一个指定位置为所述疑似目标位置,则选取与所述疑似目标位置距离最近的所述目标位置,生成基于所述起始位置和所述目标位置并途径所述疑似目标位置的第一子轨迹。If the first designated position is the suspected target position, select the target position closest to the suspected target position, generate a path based on the starting position and the target position and route the suspected target position the first subtrack of .
具体来说,本实施例提供了一种对第一个指定位置实施可能性进而实现第一子轨迹的实施方式,通过对第一个指定位置为目标位置或者疑似目标位置进行判断,实现了第一子轨迹规划的两种方式。Specifically, this embodiment provides an implementation of the possibility of implementing the first designated position and then realizing the first sub-track. By judging that the first designated position is the target position or the suspected target position, the first designated position Two ways of planning a sub-trajectory.
在一些可能的实施例中,所述获取所述汽车在所述第一子轨迹上的行驶状态的步骤中,具体包括:In some possible embodiments, the step of acquiring the driving state of the car on the first sub-track specifically includes:
实时获取所述第一子轨迹的路况信息,并提取所述第一子轨迹上的障碍物进行判断,所述判断逻辑为:Obtain the road condition information of the first sub-track in real time, and extract the obstacles on the first sub-track for judgment. The judgment logic is:
若所述汽车无法完成所述第一子轨迹,则根据所述汽车当前位置与所述第一个指定位置之间更新所述第一子轨迹,并向全部所述目标位置发送更新后的所述第一子轨迹。If the car cannot complete the first sub-track, update the first sub-track according to the distance between the current position of the car and the first designated position, and send the updated all target positions to all the target positions. Describe the first sub-track.
具体来说,本实施例提供了一种汽车在第一字轨迹行驶时遇到障碍物的实施方式,若能够绕过障碍物或者在预设时间、预设条件下能够完成第一子轨迹,则按照原计划进行,若无法通过障碍物完成第一子轨迹,则重新生成第一子轨迹。Specifically, this embodiment provides an implementation manner in which a car encounters an obstacle when driving on a first-character trajectory. If the obstacle can be bypassed or the first sub-track can be completed under a preset time and preset conditions, Then proceed according to the original plan. If the first sub-track cannot be completed through the obstacle, the first sub-track is regenerated.
在一些可能的实施例中,所述获取所述目标位置集中第二个指定位置的位置状态,并根据所述行驶状态和所述位置状态生成所述汽车在所述行驶轨迹上的行驶决策的步骤中,具体包括:In some possible embodiments, the acquiring a position state of a second specified position in the target position set, and generating a driving decision of the vehicle on the driving track according to the driving state and the position state. The steps include:
若所述第二个指定位置为目标位置,则持续获取所述第二个指定位置的位置状态;If the second specified position is the target position, continuously obtain the position status of the second specified position;
若所述第二个指定位置为疑似目标位置,则选取与所述疑似目标位置距离最近的所述目标位置,将该所述目标位置标记为所述第二个指定位置,并持续获取所述第二个指定位置的位置状态;If the second designated position is a suspected target position, select the target position closest to the suspected target position, mark the target position as the second designated position, and continue to acquire the The position status of the second specified position;
其中,所述第二个指定位置的位置状态发生变化,则获取所述第二个指定位置的位置坐标,并与预设移动范围进行比较:Wherein, when the position state of the second specified position changes, the position coordinates of the second specified position are obtained and compared with the preset movement range:
若所述第二个指定位置的位置坐标处于所述预设移动范围内,则持续获取所述第二个指定位置的位置状态;If the position coordinates of the second designated position are within the preset movement range, continuously acquiring the position state of the second designated position;
若所述第二个指定位置的位置坐标处于所述预设移动范围外,则选取与所述第一个指定位置距离最近的所述目标位置为所述第二个指定位置,并持续获取所述第二个指定位置的位置状态。If the position coordinates of the second specified position are outside the preset movement range, select the target position closest to the first specified position as the second specified position, and continuously acquire all Describes the location status of the second specified location.
具体来说,本实施例提供了关于第二个指定位置的实施方式,通过对第二个指定位置的位置状态进行获取,实现了对多个乘客乘车需求的满足,同时也使得多个乘客乘车时获得更好的乘车体验,避免多个乘客乘车导致接送顺序无序的问题。Specifically, this embodiment provides an implementation of the second designated position. By acquiring the position state of the second designated position, the requirements of multiple passengers for rides are met, and at the same time, multiple passengers are Get a better ride experience when you ride, and avoid the problem of multiple passengers riding in a car that causes the pick-up sequence to be out of order.
在本发明的一些具体实施方案中,本发明提供一种汽车辅助驾驶控制装置,包括:In some specific embodiments of the present invention, the present invention provides a vehicle auxiliary driving control device, comprising:
响应模块,用于响应于汽车行驶轨迹的生成信号;a response module, configured to generate a signal in response to the driving trajectory of the vehicle;
获取模块,用于获取所述汽车规划的行驶轨迹、获取所述行驶轨迹中的全部目标位置、获取所述汽车在所述第一子轨迹上的行驶状态以及获取所述目标位置集中第二个指定位置的位置状态;The acquisition module is used to acquire the planned driving trajectory of the vehicle, acquire all target positions in the driving trajectory, acquire the driving state of the vehicle on the first sub-trajectory, and acquire the second target position set in the target position. the location status of the specified location;
生成模块,用于生成目标位置集、根据所述目标位置集中的第一个指定位置和起始位置生成第一子轨迹以及根据所述行驶状态和所述位置状态生成所述汽车在所述行驶轨迹上的行驶决策。A generating module is configured to generate a set of target positions, generate a first sub-track according to the first specified position and the starting position in the set of target positions, and generate the running state of the car in the driving state according to the driving state and the position state Driving decisions on trajectories.
在本发明的一些具体实施方案中,本发明提供一种服务器,包括:In some specific embodiments of the present invention, the present invention provides a server, comprising:
存储器和处理器,所述存储器和所述处理器通过总线完成相互间的通信;a memory and a processor, the memory and the processor communicate with each other through a bus;
所述存储器存储有,能够在所述处理器上运行的计算机指令;the memory stores computer instructions executable on the processor;
所述处理器调用所述计算机程序指令时,能够执行上述的一种汽车辅助驾驶控制方法。When the processor invokes the computer program instructions, it can execute the above-mentioned control method for assisted driving of an automobile.
在本发明的一些具体实施方案中,本发明提供一种非暂态计算机可读存储介质,其上存储有计算机程序,所述计算机程序被处理器执行时,实现上述的一种汽车辅助驾驶控制方法的步骤。In some specific embodiments of the present invention, the present invention provides a non-transitory computer-readable storage medium on which a computer program is stored, and when the computer program is executed by a processor, realizes the above-mentioned vehicle assisted driving control steps of the method.
图2示例了一种电子设备的实体结构示意图,如图2所示,该电子设备可以包括:处理器(processor)810、通信接口(Communications Interface)820、存储器(memory)830和通信总线840,其中,处理器810,通信接口820,存储器830通过通信总线840完成相互间的通信。处理器810可以调用存储器830中的逻辑指令,以执行一种汽车辅助驾驶控制方法。FIG. 2 illustrates a schematic diagram of the physical structure of an electronic device. As shown in FIG. 2 , the electronic device may include: a processor (processor) 810, a communication interface (Communications Interface) 820, a memory (memory) 830, and a
需要说明的是,本实施例中的电子设备在具体实现时可以为服务器,也可以为PC机,还可以为其他设备,只要其结构中包括如图2所示的处理器810、通信接口820、存储器830和通信总线840,其中处理器810,通信接口820,存储器830通过通信总线840完成相互间的通信,且处理器810可以调用存储器830中的逻辑指令以执行上述方法即可。本实施例不对电子设备的具体实现形式进行限定。It should be noted that the electronic device in this embodiment may be a server, a PC, or other devices in specific implementation, as long as the structure includes the
其中,服务器可以是单个服务器,也可以是一个服务器组。服务器组可以是集中式的,也可以是分布式的(例如,服务器可以是分布式系统)。在一些实施例中,服务器相对于终端,可以是本地的、也可以是远程的。例如,服务器可以经由网络访问存储在用户终端、数据库或其任意组合中的信息。作为另一示例,服务器可以直接连接到用户终端和数据库中的至少一个,以访问其中存储的信息和/或数据。在一些实施例中,服务器可以在云平台上实现;仅作为示例,云平台可以包括私有云、公有云、混合云、社区云(community cloud)、分布式云、跨云(inter-cloud)、多云(multi-cloud)等,或者它们的任意组合。在一些实施例中,服务器和用户终端可以在具有本申请实施例中的一个或多个组件的电子设备上实现。The server can be a single server or a server group. Server groups can be centralized or distributed (for example, servers can be distributed systems). In some embodiments, the server may be local or remote relative to the terminal. For example, a server may access information stored in a user terminal, a database, or any combination thereof via a network. As another example, the server may connect directly to at least one of the user terminal and the database to access information and/or data stored therein. In some embodiments, the server may be implemented on a cloud platform; by way of example only, the cloud platform may include private cloud, public cloud, hybrid cloud, community cloud, distributed cloud, inter-cloud, Multi-cloud, etc., or any combination of them. In some embodiments, the server and the user terminal may be implemented on an electronic device having one or more components in the embodiments of the present application.
进一步地,网络可以用于信息和/或数据的交换。在一些实施例中,交互场景中的一个或多个组件(例如,服务器,用户终端和数据库)可以向其他组件发送信息和/或数据。在一些实施例中,网络可以是任何类型的有线或者无线网络,或者是他们的结合。仅作为示例,网络可以包括有线网络、无线网络、光纤网络、远程通信网络、内联网、因特网、局域网(Local AreaNetwork,LAN)、广域网(Wide Area Network,WAN)、无线局域网(WirelessLocal AreaNetworks,WLAN)、城域网(Metropolitan AreaNetwork,MAN)、广域网(WideAreaNetwork,WAN)、公共电话交换网(Public Switched Telephone Network,PSTN)、蓝牙网络、ZigBee网络、或近场通信(Near Field Communication,NFC)网络等,或其任意组合。在一些实施例中,网络可以包括一个或多个网络接入点。例如,网络可以包括有线或无线网络接入点,例如基站和/或网络交换节点,交互场景的一个或多个组件可以通过该接入点连接到网络以交换数据和/或信息。Further, the network can be used for the exchange of information and/or data. In some embodiments, one or more components in an interaction scenario (eg, server, user terminal, and database) may send information and/or data to other components. In some embodiments, the network may be any type of wired or wireless network, or a combination thereof. By way of example only, networks may include wired networks, wireless networks, fiber optic networks, telecommunications networks, intranets, the Internet, Local Area Network (LAN), Wide Area Network (WAN), Wireless Local Area Networks (WLAN) , Metropolitan Area Network (MAN), Wide Area Network (WAN), Public Switched Telephone Network (PSTN), Bluetooth network, ZigBee network, or Near Field Communication (NFC) network, etc. , or any combination thereof. In some embodiments, the network may include one or more network access points. For example, a network may include wired or wireless network access points, such as base stations and/or network switching nodes, through which one or more components of the interaction scenario may connect to the network to exchange data and/or information.
此外,上述的存储器830中的逻辑指令可以通过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。In addition, the above-mentioned logic instructions in the
进一步地,本发明实施例公开一种计算机程序产品,所述计算机程序产品包括存储在非暂态计算机可读存储介质上的计算机程序,所述计算机程序包括程序指令,当所述程序指令被计算机执行时,计算机能够执行上述各方法实施例所提供的方法。Further, an embodiment of the present invention discloses a computer program product, the computer program product includes a computer program stored on a non-transitory computer-readable storage medium, the computer program includes program instructions, and when the program instructions are executed by a computer During execution, the computer can execute the methods provided by the foregoing method embodiments.
另一方面,本发明实施例还提供一种非暂态计算机可读存储介质,其上存储有计算机程序,该计算机程序被处理器执行时实现以执行上述各实施例提供的一种汽车辅助驾驶控制方法。On the other hand, an embodiment of the present invention further provides a non-transitory computer-readable storage medium on which a computer program is stored, and the computer program is implemented by a processor to execute the vehicle assisted driving provided by the above embodiments. Control Method.
又一方面,本发明实施例还提供一种非暂态计算机可读存储介质,其上存储有计算机程序,该计算机程序被处理器执行时实现以执行上述各实施例提供的一种汽车辅助驾驶控制方法。In yet another aspect, an embodiment of the present invention also provides a non-transitory computer-readable storage medium, on which a computer program is stored, and the computer program is implemented by a processor to execute the vehicle assisted driving provided by the above embodiments when the computer program is executed. Control Method.
以上所描述的装置实施例仅仅是示意性的,其中所述作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部模块来实现本实施例方案的目的。本领域普通技术人员在不付出创造性的劳动的情况下,即可以理解并实施。The device embodiments described above are only illustrative, wherein the units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in One place, or it can be distributed over multiple network elements. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution in this embodiment. Those of ordinary skill in the art can understand and implement it without creative effort.
通过以上的实施方式的描述,本领域的技术人员可以清楚地了解到各实施方式可借助软件加必需的通用硬件平台的方式来实现,当然也可以通过硬件。基于这样的理解,上述技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来,该计算机软件产品可以存储在计算机可读存储介质中,如ROM/RAM、磁碟、光盘等,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)执行各个实施例或者实施例的某些部分所述的方法。From the description of the above embodiments, those skilled in the art can clearly understand that each embodiment can be implemented by means of software plus a necessary general hardware platform, and certainly can also be implemented by hardware. Based on this understanding, the above-mentioned technical solutions can be embodied in the form of software products in essence or the parts that make contributions to the prior art, and the computer software products can be stored in computer-readable storage media, such as ROM/RAM, magnetic A disc, an optical disc, etc., includes several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to perform the methods described in various embodiments or some parts of the embodiments.
最后应说明的是:以上实施例仅用以说明本发明的技术方案,而非对其限制;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:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本发明各实施例技术方案的精神和范围。Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, but not to limit them; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that it can still be The technical solutions described in the foregoing embodiments are modified, or some technical features thereof are equivalently replaced; and these modifications 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.
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