CN113200039B - Parking-based road generation method, device, vehicle and readable medium - Google Patents
Parking-based road generation method, device, vehicle and readable medium Download PDFInfo
- Publication number
- CN113200039B CN113200039B CN202110644923.0A CN202110644923A CN113200039B CN 113200039 B CN113200039 B CN 113200039B CN 202110644923 A CN202110644923 A CN 202110644923A CN 113200039 B CN113200039 B CN 113200039B
- Authority
- CN
- China
- Prior art keywords
- coordinate
- coordinate information
- coordinate point
- vehicle
- historical
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000000034 method Methods 0.000 title claims abstract description 86
- 230000008569 process Effects 0.000 claims abstract description 56
- 238000004364 calculation method Methods 0.000 claims abstract description 30
- 239000013598 vector Substances 0.000 claims description 94
- 238000004891 communication Methods 0.000 claims description 18
- 238000004590 computer program Methods 0.000 claims description 7
- 230000010365 information processing Effects 0.000 claims 2
- 230000000007 visual effect Effects 0.000 claims 1
- 238000010586 diagram Methods 0.000 description 12
- 230000006870 function Effects 0.000 description 5
- 230000002194 synthesizing effect Effects 0.000 description 4
- 230000009471 action Effects 0.000 description 3
- 238000011161 development Methods 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 238000012545 processing Methods 0.000 description 3
- 230000003044 adaptive effect Effects 0.000 description 2
- 230000005540 biological transmission Effects 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 239000013307 optical fiber Substances 0.000 description 1
- 230000002093 peripheral effect Effects 0.000 description 1
- 238000009418 renovation Methods 0.000 description 1
- 239000004065 semiconductor Substances 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT 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
- B60W30/00—Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units
- B60W30/06—Automatic manoeuvring for parking
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT 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
- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/02—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to ambient conditions
- B60W40/06—Road conditions
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT 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
- B60W60/00—Drive control systems specially adapted for autonomous road vehicles
- B60W60/001—Planning or execution of driving tasks
- B60W60/0025—Planning or execution of driving tasks specially adapted for specific operations
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT 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
- B60W50/00—Details 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
- B60W2050/0001—Details of the control system
- B60W2050/0043—Signal treatments, identification of variables or parameters, parameter estimation or state estimation
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT 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
- B60W2520/00—Input parameters relating to overall vehicle dynamics
- B60W2520/06—Direction of travel
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT 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
- B60W2552/00—Input parameters relating to infrastructure
Landscapes
- Engineering & Computer Science (AREA)
- Automation & Control Theory (AREA)
- Transportation (AREA)
- Mechanical Engineering (AREA)
- Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Human Computer Interaction (AREA)
- Traffic Control Systems (AREA)
- Navigation (AREA)
Abstract
Description
技术领域Technical field
本发明涉及车辆技术领域,特别是涉及一种基于泊车的道路生成方法、一种基于泊车的道路生成装置、一种车辆以及一种计算机可读介质。The present invention relates to the field of vehicle technology, and in particular to a parking-based road generation method, a parking-based road generation device, a vehicle and a computer-readable medium.
背景技术Background technique
随着车辆技术的发展,人类将逐渐从繁琐的驾驶操作中解脱出来,现阶段,ADAS(AdvancedDriverAssistanceSystem,高级驾驶辅助系统)正在迅速普及,将部分代替人类驾驶,因而其安全性和舒适性就显得尤为重要。其中,在车辆的需要行驶场景中,例如,记忆泊车场景、ACC场景(AdaptiveCruiseControl,自适应巡航控制系统)、远程驾驶场景等往往需要对车辆的道路信息进行记录,以便了解车辆的行驶状态,进而对车辆做出对应的控制决策。尤其是在记忆泊车场景中,在首次使用时,需要用户手动驾驶车辆行驶一遍停车路线,并在泊车后完成“记忆路线”的完整过程,接着在第二次使用时,车辆可以依据“记忆路线”辅助用户将车辆从设定路线的起点,开往设定路线的终点,并泊入已被系统记忆的车位,实现车辆的自动泊车。然而,在该记忆泊车的学习过程中,需要根据车辆的行驶将停车场的道路进行绘制,在绘制过程中,存在计算量大、系统开销高的问题,严重降低了道路绘制的效率。With the development of vehicle technology, humans will gradually be freed from tedious driving operations. At this stage, ADAS (Advanced Driver Assistance System) is rapidly becoming popular and will partially replace human driving, so its safety and comfort are important. Particularly important. Among them, in scenarios where the vehicle needs to be driven, such as memory parking scenarios, ACC scenarios (Adaptive Cruise Control, adaptive cruise control system), remote driving scenarios, etc., it is often necessary to record the vehicle's road information in order to understand the vehicle's driving status. Then make corresponding control decisions for the vehicle. Especially in the memory parking scenario, when using it for the first time, the user needs to manually drive the vehicle through the parking route and complete the complete process of "memorizing the route" after parking. Then when using it for the second time, the vehicle can follow the "memory route". "Memory route" assists users to drive the vehicle from the starting point of the set route to the end point of the set route, and park into the parking space that has been memorized by the system to realize automatic parking of the vehicle. However, in the learning process of memory parking, the road in the parking lot needs to be drawn according to the driving of the vehicle. During the drawing process, there are problems of large calculation amount and high system overhead, which seriously reduces the efficiency of road drawing.
发明内容Contents of the invention
本发明实施例是提供一种基于泊车的道路生成方法、装置、车辆以及计算机可读存储介质,以解决或部分解决记忆泊车的道路学习过程中道路绘制存在计算量大、系统开销高等的问题。Embodiments of the present invention provide a parking-based road generation method, device, vehicle and computer-readable storage medium to solve or partially solve the problems of large amount of calculation and high system overhead in road drawing during the road learning process of memory parking. question.
本发明实施例公开了一种基于泊车的道路生成方法,包括:The embodiment of the present invention discloses a parking-based road generation method, which includes:
获取车辆移动过程中的坐标信息,所述坐标信息包括历史坐标点的历史坐标信息,以及所述历史坐标点对应的当前坐标点的当前坐标信息;Obtaining coordinate information during vehicle movement, the coordinate information includes historical coordinate information of the historical coordinate point, and current coordinate information of the current coordinate point corresponding to the historical coordinate point;
确定所述车辆的行驶方向;Determine the direction of travel of the vehicle;
根据所述历史坐标信息与所述当前坐标信息,确定与所述行驶方向对应的行驶区域;Determine a driving area corresponding to the driving direction according to the historical coordinate information and the current coordinate information;
根据若干个所述行驶区域,生成所述车辆移动过程对应的道路信息。According to several driving areas, road information corresponding to the vehicle movement process is generated.
可选地,所述确定所述车辆的行驶方向,包括:Optionally, determining the driving direction of the vehicle includes:
获取与所述历史坐标信息对应的第一向量,与所述当前坐标信息对应的第二向量;Obtain the first vector corresponding to the historical coordinate information and the second vector corresponding to the current coordinate information;
采用所述第一向量与所述第二向量,确定所述车辆的行驶方向。The traveling direction of the vehicle is determined using the first vector and the second vector.
可选地,所述根据所述历史坐标信息与所述当前坐标信息,确定与所述行驶方向对应的行驶区域,包括:Optionally, determining the driving area corresponding to the driving direction based on the historical coordinate information and the current coordinate information includes:
获取针对所述历史坐标点和所述当前坐标点的目标向量,所述目标向量为方向垂直于所述行驶方向的向量;Obtain a target vector for the historical coordinate point and the current coordinate point, where the target vector is a vector with a direction perpendicular to the driving direction;
采用所述目标向量与所述历史坐标信息,计算针对所述历史坐标点的第一坐标点;Using the target vector and the historical coordinate information, calculate the first coordinate point for the historical coordinate point;
采用所述目标向量与所述当前坐标信息,计算针对所述当前坐标点的第二坐标点;Using the target vector and the current coordinate information, calculate a second coordinate point for the current coordinate point;
根据所述第一坐标点与所述第二坐标点,确定与所述行驶方向对应的行驶区域。According to the first coordinate point and the second coordinate point, a traveling area corresponding to the traveling direction is determined.
可选地,所述采用所述目标向量与所述历史坐标信息,计算针对所述历史坐标点的第一坐标点,包括:Optionally, using the target vector and the historical coordinate information to calculate the first coordinate point for the historical coordinate point includes:
获取道路宽度;Get road width;
以所述历史坐标点为原点,采用所述道路宽度与所述历史坐标信息,计算在所述目标向量对应方向上的第一坐标点。Taking the historical coordinate point as the origin, using the road width and the historical coordinate information, calculate the first coordinate point in the direction corresponding to the target vector.
可选地,所述采用所述目标向量与所述当前坐标信息,计算针对所述当前坐标点的第二坐标点,包括:Optionally, using the target vector and the current coordinate information to calculate the second coordinate point for the current coordinate point includes:
获取道路宽度;Get road width;
以所述当前坐标点为原点,采用所述道路宽度与所述当前坐标信息,计算在所述目标向量对应方向上的第二坐标点。Taking the current coordinate point as the origin, using the road width and the current coordinate information, calculate the second coordinate point in the direction corresponding to the target vector.
可选地,所述根据所述第一坐标点与所述第二坐标点,确定与所述行驶方向对应的行驶区域,包括:Optionally, determining the driving area corresponding to the driving direction according to the first coordinate point and the second coordinate point includes:
获取所述第一坐标点的第一坐标信息,以及所述第二坐标点的第二坐标信息;Obtain the first coordinate information of the first coordinate point and the second coordinate information of the second coordinate point;
采用所述第一坐标信息与所述第二坐标信息,计算与所述行驶方向对应的行驶区域。Using the first coordinate information and the second coordinate information, a traveling area corresponding to the traveling direction is calculated.
可选地,所述获取车辆移动过程中的坐标信息,包括:Optionally, the obtaining coordinate information during vehicle movement includes:
按照预设时间间隔获取车辆移动过程中的坐标信息。Obtain coordinate information during vehicle movement at preset time intervals.
可选地,所述获取车辆移动过程中的坐标信息,包括:Optionally, the obtaining coordinate information during vehicle movement includes:
按照预设行驶距离获取车辆移动过程中的坐标信息。Obtain coordinate information during vehicle movement according to the preset driving distance.
可选地,所述根据若干个所述行驶区域,生成所述车辆移动过程对应的道路信息,包括:Optionally, generating road information corresponding to the vehicle movement process according to several driving areas includes:
获取预设显示器件中可视范围内的若干个所述行驶区域,在所述显示器件中显示所述行驶区域对应的道路信息。A plurality of the driving areas within the visible range of the preset display device are obtained, and the road information corresponding to the driving areas is displayed on the display device.
本发明实施例还公开了一种基于泊车的道路生成装置,包括:An embodiment of the present invention also discloses a parking-based road generation device, which includes:
坐标信息获取模块,用于获取车辆移动过程中的坐标信息,所述坐标信息包括历史坐标点的历史坐标信息,以及所述历史坐标点对应的当前坐标点的当前坐标信息;A coordinate information acquisition module, used to obtain coordinate information during vehicle movement, where the coordinate information includes historical coordinate information of historical coordinate points, and current coordinate information of the current coordinate point corresponding to the historical coordinate point;
行驶方向确定模块,用于确定所述车辆的行驶方向;A driving direction determination module, used to determine the driving direction of the vehicle;
行驶区域确定模块,用于根据所述历史坐标信息与所述当前坐标信息,确定与所述行驶方向对应的行驶区域;A driving area determination module, configured to determine a driving area corresponding to the driving direction based on the historical coordinate information and the current coordinate information;
道路信息生成模块,用于根据若干个所述行驶区域,生成所述车辆移动过程对应的道路信息。A road information generation module is used to generate road information corresponding to the vehicle movement process according to a plurality of the driving areas.
可选地,所述行驶方向确定模块包括:Optionally, the driving direction determination module includes:
向量获取子模块,用于获取与所述历史坐标信息对应的第一向量,与所述当前坐标信息对应的第二向量;A vector acquisition submodule, used to acquire the first vector corresponding to the historical coordinate information and the second vector corresponding to the current coordinate information;
行驶方向确定模块,用于采用所述第一向量与所述第二向量,确定所述车辆的行驶方向。A traveling direction determination module is used to determine the traveling direction of the vehicle using the first vector and the second vector.
可选地,所述行驶区域确定模块包括:Optionally, the driving area determination module includes:
目标向量获取子模块,用于获取针对所述历史坐标点和所述当前坐标点的目标向量,所述目标向量为方向垂直于所述行驶方向的向量;A target vector acquisition submodule, used to acquire a target vector for the historical coordinate point and the current coordinate point, where the target vector is a vector with a direction perpendicular to the driving direction;
第一坐标点计算子模块,用于采用所述目标向量与所述历史坐标信息,计算针对所述历史坐标点的第一坐标点;The first coordinate point calculation submodule is used to use the target vector and the historical coordinate information to calculate the first coordinate point for the historical coordinate point;
第二坐标点计算子模块,用于采用所述目标向量与所述当前坐标信息,计算针对所述当前坐标点的第二坐标点;The second coordinate point calculation submodule is used to use the target vector and the current coordinate information to calculate the second coordinate point for the current coordinate point;
行驶区域确定子模块,用于根据所述第一坐标点与所述第二坐标点,确定与所述行驶方向对应的行驶区域。A driving area determination submodule is used to determine a driving area corresponding to the driving direction according to the first coordinate point and the second coordinate point.
可选地,所述第一坐标点计算子模块具体用于:Optionally, the first coordinate point calculation sub-module is specifically used to:
获取道路宽度;Get road width;
以所述历史坐标点为原点,采用所述道路宽度与所述历史坐标信息,计算在所述目标向量对应方向上的第一坐标点。Taking the historical coordinate point as the origin, using the road width and the historical coordinate information, calculate the first coordinate point in the direction corresponding to the target vector.
可选地,所述第二坐标点计算子模块具体用于:Optionally, the second coordinate point calculation sub-module is specifically used to:
获取道路宽度;Get road width;
以所述当前坐标点为原点,采用所述道路宽度与所述当前坐标信息,计算在所述目标向量对应方向上的第二坐标点。Taking the current coordinate point as the origin, using the road width and the current coordinate information, calculate the second coordinate point in the direction corresponding to the target vector.
可选地,所述行驶区域确定子模块具体用于:Optionally, the driving area determination sub-module is specifically used to:
获取所述第一坐标点的第一坐标信息,以及所述第二坐标点的第二坐标信息;Obtain the first coordinate information of the first coordinate point and the second coordinate information of the second coordinate point;
采用所述第一坐标信息与所述第二坐标信息,计算与所述行驶方向对应的行驶区域。Using the first coordinate information and the second coordinate information, a traveling area corresponding to the traveling direction is calculated.
可选地,所述坐标信息获取模块具体用于:Optionally, the coordinate information acquisition module is specifically used to:
按照预设时间间隔获取车辆移动过程中的坐标信息。Obtain coordinate information during vehicle movement at preset time intervals.
可选地,所述坐标信息获取模块具体用于:Optionally, the coordinate information acquisition module is specifically used to:
按照预设行驶距离获取车辆移动过程中的坐标信息。Obtain coordinate information during vehicle movement according to the preset driving distance.
可选地,所述道路信息生成模块具体用于:Optionally, the road information generation module is specifically used to:
获取预设显示器件中可视范围内的若干个所述行驶区域,在所述显示器件中显示所述行驶区域对应的道路信息。A plurality of the driving areas within the visible range of the preset display device are obtained, and the road information corresponding to the driving areas is displayed on the display device.
本发明实施例还公开了一种车辆,包括处理器、通信接口、存储器和通信总线,其中,所述处理器、所述通信接口以及所述存储器通过所述通信总线完成相互间的通信;An embodiment of the present invention also discloses a vehicle, including a processor, a communication interface, a memory and a communication bus, wherein the processor, the communication interface and the memory complete communication with each other through the communication bus;
所述存储器,用于存放计算机程序;The memory is used to store computer programs;
所述处理器,用于执行存储器上所存放的程序时,实现如上所述的方法。The processor is used to implement the above method when executing a program stored in the memory.
本发明实施例还公开了一个或多个计算机可读介质,其上存储有指令,当由一个或多个处理器执行时,使得所述处理器执行如上所述的方法。Embodiments of the present invention also disclose one or more computer-readable media having instructions stored thereon that, when executed by one or more processors, cause the processors to perform the method as described above.
本发明实施例包括以下优点:Embodiments of the present invention include the following advantages:
在本发明实施例中,在记忆泊车的道路学习过程中,车辆可以通过获取移动过程中的坐标信息,其中,坐标信息可以包括历史坐标点的历史坐标信息以及与历史坐标点对应的当前坐标点的当前坐标信息,接着基于坐标信息确定车辆的行驶方向,并根据历史坐标信息与当前坐标信息,确定与行驶方向对应的行驶区域,然后可以根据多个行驶区域生成车辆移动过程中对应的道路信息,通过两个坐标点确定与行驶方向对应的一段行驶区域,基于两个坐标点确定一个行驶区域,有效减少了每次坐标计算的计算量,降低了系统的运算开销,同时在将多个行驶区域合成道路信息的过程中,由于行驶区域是一段一段进行缓存的,使得道路绘制的过程中可以减少绘制性能的占用,进一步降低了系统的开销,提高道路绘制的效率。In the embodiment of the present invention, during the road learning process of memory parking, the vehicle can obtain coordinate information during movement, where the coordinate information may include historical coordinate information of historical coordinate points and current coordinates corresponding to the historical coordinate points. The current coordinate information of the point is then used to determine the driving direction of the vehicle based on the coordinate information, and the driving area corresponding to the driving direction is determined based on the historical coordinate information and the current coordinate information. Then the corresponding road during vehicle movement can be generated based on multiple driving areas. Information, a section of the driving area corresponding to the driving direction is determined through two coordinate points, and a driving area is determined based on the two coordinate points, which effectively reduces the calculation amount of each coordinate calculation, reduces the computing overhead of the system, and simultaneously combines multiple In the process of synthesizing road information from the driving area, since the driving area is cached piece by piece, the drawing performance can be reduced during the road drawing process, further reducing the system overhead and improving the efficiency of road drawing.
附图说明Description of drawings
图1是本发明实施例中提供的一种基于泊车的道路生成方法的步骤流程图;Figure 1 is a step flow chart of a parking-based road generation method provided in an embodiment of the present invention;
图2是本发明实施例中提供的坐标点的示意图;Figure 2 is a schematic diagram of coordinate points provided in the embodiment of the present invention;
图3是本发明实施例中提供的坐标点的示意图;Figure 3 is a schematic diagram of coordinate points provided in the embodiment of the present invention;
图4是本发明实施例中提供的行驶区域的示意图;Figure 4 is a schematic diagram of the driving area provided in the embodiment of the present invention;
图5是本发明实施例中提供的道路信息的示意图;Figure 5 is a schematic diagram of road information provided in an embodiment of the present invention;
图6是本发明实施例中提供的一种基于泊车的道路生成装置的结构框图;Figure 6 is a structural block diagram of a parking-based road generation device provided in an embodiment of the present invention;
图7是本发明实施例中提供的一种电子设备的框图;Figure 7 is a block diagram of an electronic device provided in an embodiment of the present invention;
图8是本发明实施例中提供的一种计算机可读介质的示意图。Figure 8 is a schematic diagram of a computer-readable medium provided in an embodiment of the present invention.
具体实施方式Detailed ways
为使本发明的上述目的、特征和优点能够更加明显易懂,下面结合附图和具体实施方式对本发明作进一步详细的说明。In order to make the above objects, features and advantages of the present invention more obvious and understandable, the present invention will be described in further detail below with reference to the accompanying drawings and specific embodiments.
作为一种示例,随着车辆自动驾驶技术的快速发展,自动驾驶、自动泊车、记忆泊车等在车辆的应用场景中得到了一定的发展。其中,对于记忆泊车,其可以在不依赖停车场改造的情况下,实现车辆的自动泊车。具体的,通过简单的学习、保存过程,可以实现停车场固定路线自动泊车,同时在行驶过程中可以依赖于相关的数据处理完成自动调速、转弯、避障以及会车等功能,满足用户各种场景的泊车需求。As an example, with the rapid development of vehicle automatic driving technology, automatic driving, automatic parking, memory parking, etc. have achieved certain development in vehicle application scenarios. Among them, memory parking can realize automatic parking of vehicles without relying on parking lot renovation. Specifically, through a simple learning and saving process, automatic parking on fixed routes in the parking lot can be realized. At the same time, functions such as automatic speed adjustment, turning, obstacle avoidance and meeting can be completed by relying on relevant data processing during driving to satisfy users. Parking needs in various scenarios.
对于车辆的记忆泊车,在首次使用时,需要用户手动驾驶车辆行驶一遍停车路线,并在泊车后完成“记忆路线”的完整过程,接着在第二次使用时,车辆可以依据“记忆路线”辅助用户将车辆从设定路线的起点,开往设定路线的终点,并泊入已被系统记忆的车位,实现车辆的自动泊车,从而通过对不同的停车场进行学习,使得车辆可以根据实际的场景完成自动泊车,有效提高了用户的驾车体验。For the vehicle's memory parking, when it is used for the first time, the user needs to manually drive the vehicle through the parking route and complete the complete process of "memory route" after parking. Then, when it is used for the second time, the vehicle can follow the "memory route" "Assist the user to drive the vehicle from the starting point of the set route to the end point of the set route, and park into the parking space that has been memorized by the system to realize automatic parking of the vehicle, so that by learning different parking lots, the vehicle can Automatic parking is completed based on actual scenarios, effectively improving the user's driving experience.
其中,在记忆泊车的过程中,由于需要先进行“记录路线”学习,学习过程中涉及3D泊车道路的学习,即车辆需要对停车场对应的行驶道路进行绘制。在绘制停车场道路的过程中,往往是对车辆行驶过程中进行一系列坐标点的采集,然后每次计算都基于所有的坐标点进行行驶路线计算,并确定对应的道路信息。然而,在该过程中,由于每次都涉及全量坐标点的计算,随着车辆不断地前进,每一帧计算的坐标点会越来越多,系统的计算量会不断增加,导致CPU的占用越来越高,从而容易降低道路信息学习的效率,影响用户的泊车体验。Among them, in the process of memory parking, since the "recorded route" learning needs to be performed first, the learning process involves the learning of 3D parking roads, that is, the vehicle needs to draw the corresponding driving road in the parking lot. In the process of drawing parking lot roads, a series of coordinate points are often collected while the vehicle is driving. Then each calculation is based on all coordinate points to calculate the driving route and determine the corresponding road information. However, in this process, since each time involves the calculation of the full number of coordinate points, as the vehicle continues to advance, more and more coordinate points will be calculated in each frame, and the amount of calculations in the system will continue to increase, resulting in CPU usage. It is getting higher and higher, which easily reduces the efficiency of road information learning and affects the user's parking experience.
对此,本发明实施例的核心发明点之一在于在记忆泊车的道路学习过程中,随着车辆的行驶,车辆可以获取当前坐标点的当前坐标信息以及与当前坐标点对应的上一坐标点的历史坐标信息,然后基于坐标信息确定车辆的行驶方向,并根据历史坐标信息与当前坐标信息,确定与行驶方向对应的行驶区域,然后可以根据多个行驶区域生成车辆移动过程中对应的道路信息,通过两个坐标点确定与行驶方向对应的一段行驶区域,基于两个坐标点确定一个行驶区域,有效减少了每次坐标计算的计算量,降低了系统的运算开销,同时在将多个行驶区域合成道路信息的过程中,由于行驶区域是一段一段进行缓存的,使得道路绘制的过程中可以减少绘制性能的占用,进一步降低了系统的开销,提高道路绘制的效率。In this regard, one of the core inventions of the embodiments of the present invention is that during the road learning process of memory parking, as the vehicle drives, the vehicle can obtain the current coordinate information of the current coordinate point and the previous coordinate corresponding to the current coordinate point. The historical coordinate information of the point is then used to determine the driving direction of the vehicle based on the coordinate information, and the driving area corresponding to the driving direction is determined based on the historical coordinate information and the current coordinate information, and then the corresponding road during vehicle movement can be generated based on multiple driving areas. Information, a section of the driving area corresponding to the driving direction is determined through two coordinate points, and a driving area is determined based on the two coordinate points, which effectively reduces the calculation amount of each coordinate calculation, reduces the computing overhead of the system, and simultaneously combines multiple In the process of synthesizing road information from the driving area, since the driving area is cached piece by piece, the drawing performance can be reduced during the road drawing process, further reducing the system overhead and improving the efficiency of road drawing.
具体的,参照图1,示出了本发明实施例中提供的一种基于泊车的道路生成方法的步骤流程图,具体可以包括如下步骤:Specifically, referring to Figure 1, a flow chart of steps of a parking-based road generation method provided in an embodiment of the present invention is shown, which may include the following steps:
步骤101,获取车辆移动过程中的坐标信息,所述坐标信息包括历史坐标点的历史坐标信息,以及所述历史坐标点对应的当前坐标点的当前坐标信息;Step 101: Obtain the coordinate information during vehicle movement. The coordinate information includes the historical coordinate information of the historical coordinate point and the current coordinate information of the current coordinate point corresponding to the historical coordinate point;
在本发明实施例中,用户在使用车辆的记忆泊车功能之前,尤其是在首次使用时,需要先手动驾驶车辆对相应的停车场进行“记忆路线”学习,则在用户驾驶车辆行驶于停车场的过程中,车辆可以通过相应的传感器获取车辆移动过程中的坐标信息,例如,可以在用户开启了车辆的记忆泊车功能之后,车辆即记录对应的起始坐标点,随着车辆的移动,不断地获取对应的坐标点,以便根据坐标点生成车辆的行驶路线,或生成停车场对应的道路信息,完成记忆泊车过程中的“记忆路线”学习。In the embodiment of the present invention, before using the memory parking function of the vehicle, especially when using it for the first time, the user needs to manually drive the vehicle to learn the "memory route" of the corresponding parking lot. During the process of parking, the vehicle can obtain the coordinate information during the movement of the vehicle through the corresponding sensor. For example, after the user turns on the memory parking function of the vehicle, the vehicle records the corresponding starting coordinate point. As the vehicle moves, , and continuously obtain the corresponding coordinate points to generate the vehicle's driving route based on the coordinate points, or generate the corresponding road information in the parking lot to complete the "memory route" learning in the memory parking process.
可选地,对于坐标信息的获取,车辆可以按照预设时间间隔获取车辆行驶过程中的坐标信息,也可以按照预设行驶距离获取车辆移动过程中的坐标信息,例如,车辆可以每隔1秒或2秒或3秒等获取一次坐标信息,也可以在车辆每行驶了N米获取一次坐标信息等,本发明对此不作限制。Optionally, for obtaining the coordinate information, the vehicle can obtain the coordinate information during the vehicle's driving process according to a preset time interval, or can obtain the coordinate information during the vehicle's movement according to a preset driving distance. For example, the vehicle can obtain the coordinate information during the vehicle's movement every 1 second. Or obtain coordinate information once every 2 seconds or 3 seconds, etc., or obtain coordinate information once every N meters the vehicle travels. The present invention does not limit this.
在具体实现中,车辆每次获取坐标信息的过程中,其可以只获取车辆当前坐标点,以及与该当前坐标点对应的上一坐标点(历史坐标点),然后分别获取这两个坐标点对应的坐标信息(可以为经纬度信息,也可以为针对停车场建立的平面坐标系中的坐标信息等),从而通过获取两个坐标点的坐标信息,可以有效减少后续坐标运算的运算量,降低车辆的系统运算开销。In a specific implementation, each time the vehicle obtains coordinate information, it can only obtain the current coordinate point of the vehicle and the previous coordinate point (historical coordinate point) corresponding to the current coordinate point, and then obtain these two coordinate points respectively. The corresponding coordinate information (which can be longitude and latitude information, or coordinate information in the plane coordinate system established for the parking lot, etc.), thereby obtaining the coordinate information of the two coordinate points, can effectively reduce the amount of subsequent coordinate operations and reduce Vehicle system computing overhead.
在一种示例中,用户在首次使用记忆泊车功能之前,可以先驾驶车辆在停车场中进行移动,以使车辆对停车场进行“记忆路线”学习。具体的,随着车辆的移动,车辆可以获取当前坐标点Sn,以及与当前坐标点Sn对应的上一坐标点Sn-1,然后获取当前坐标点Sn对应的坐标信息(Xn,Yn),坐标点Sn-1对应的坐标信息(Xn-1,Yn-1);在下一次获取坐标信息时,则当前坐标点可以为Sn+1,而坐标点Sn成为上一坐标点,然后获取对应的坐标信息,并基于此不断获取车辆行驶过程中的坐标信息,以完成车辆对停车场进行“记忆路线”学习,尤其是3D泊车道路的学习。In one example, before using the memory parking function for the first time, the user can first drive the vehicle to move in the parking lot, so that the vehicle can learn the "memory route" of the parking lot. Specifically, as the vehicle moves, the vehicle can obtain the current coordinate point S n and the previous coordinate point S n-1 corresponding to the current coordinate point S n , and then obtain the coordinate information (X n corresponding to the current coordinate point S n , Y n ), the coordinate information (X n - 1 , Y n-1 ) corresponding to the coordinate point S n-1; when the coordinate information is obtained next time, the current coordinate point can be S n+1 , and the coordinate point S n Become the previous coordinate point, and then obtain the corresponding coordinate information, and based on this, continuously obtain the coordinate information during the vehicle's driving process to complete the vehicle's "memory route" learning of the parking lot, especially the learning of 3D parking roads.
步骤102,确定所述车辆的行驶方向;Step 102, determine the driving direction of the vehicle;
在具体实现中,可以根据历史坐标信息确定历史坐标点对应的第一向量,以及根据当前坐标信息确定当前坐标点对应的第二向量,然后采用第一向量与第二向量,确定车辆的行驶方向。In a specific implementation, the first vector corresponding to the historical coordinate point can be determined based on the historical coordinate information, and the second vector corresponding to the current coordinate point can be determined based on the current coordinate information, and then the first vector and the second vector are used to determine the driving direction of the vehicle. .
在一种示例中,车辆可以获取停车场的平面图,并针对该平面图建立对应的坐标系,随着车辆在停车场中的移动,可以获取对应的坐标点以及坐标点的坐标信息,然后基于坐标信息与原点确定各个坐标点对应的向量,再通过相邻的当前坐标点与历史坐标点的向量关系确定车辆的行驶方向。具体的,参照图2,示出了本发明实施例中提供的坐标点的示意图,其中,P1为历史坐标点,P2为当前坐标点,为历史坐标点对应的第一向量(与P1对应的虚线),/>为当前坐标点对应的第二向量(与P1对应的虚线),则通过将/>减/>可以得到车辆的行驶方向(由P1指向P2的实线),从而通过获取车辆行驶过程中的两个相邻坐标点可以确定车辆的行驶方向。In one example, the vehicle can obtain the floor plan of the parking lot and establish a corresponding coordinate system for the floor plan. As the vehicle moves in the parking lot, it can obtain the corresponding coordinate points and the coordinate information of the coordinate points, and then based on the coordinates The information and the origin determine the vector corresponding to each coordinate point, and then the vehicle's driving direction is determined through the vector relationship between the adjacent current coordinate point and the historical coordinate point. Specifically, referring to Figure 2, a schematic diagram of the coordinate points provided in the embodiment of the present invention is shown, where P1 is the historical coordinate point, P2 is the current coordinate point, is the first vector corresponding to the historical coordinate point (the dotted line corresponding to P1),/> is the second vector corresponding to the current coordinate point (the dotted line corresponding to P1), then /> Less/> The driving direction of the vehicle (the solid line pointing from P1 to P2) can be obtained, so that the driving direction of the vehicle can be determined by obtaining two adjacent coordinate points during the driving process of the vehicle.
步骤103,根据所述历史坐标信息与所述当前坐标信息,确定与所述行驶方向对应的行驶区域;Step 103: Determine the driving area corresponding to the driving direction based on the historical coordinate information and the current coordinate information;
在本发明实施例中,得到当前坐标点与历史做标点的坐标信息后,可以根据两者,确定与行驶方向对应的行驶区域,从而通过两个坐标点确定与行驶方向对应的一段行驶区域,基于两个坐标点确定一个行驶区域,有效减少了每次坐标计算的计算量,降低了系统的运算开销。In the embodiment of the present invention, after obtaining the coordinate information of the current coordinate point and the historical punctuation point, the driving area corresponding to the driving direction can be determined based on the two coordinate points, thereby determining a section of the driving area corresponding to the driving direction through the two coordinate points. Determining a driving area based on two coordinate points effectively reduces the calculation amount of each coordinate calculation and reduces the computing overhead of the system.
在具体实现中,车辆可以获取针对历史坐标点和当前坐标点的目标向量,其中,目标向量为方向垂直于行驶方向的向量,接着采用目标向量与历史坐标信息,计算针对历史坐标点的第一坐标点,并采用目标向量与当前坐标信息,计算针对当前坐标点的第二坐标点,然后根据第一坐标点与第二坐标点,确定与行驶方向对应的行驶区域。In a specific implementation, the vehicle can obtain the target vector for the historical coordinate point and the current coordinate point, where the target vector is a vector perpendicular to the driving direction, and then use the target vector and historical coordinate information to calculate the first target vector for the historical coordinate point. coordinate point, and uses the target vector and the current coordinate information to calculate the second coordinate point for the current coordinate point, and then determines the driving area corresponding to the driving direction based on the first coordinate point and the second coordinate point.
具体的,对于道路而言,其具有一定的宽度,则为了确定其所对应的宽度,可以在确定了车辆行驶方向后,获取与该行驶方向对应的目标向量。其中,目标向量可以为方向垂直于行驶方向的单位向量,从而可以以历史坐标点或当前坐标点为原点向垂直于行驶方向的方向进行延伸得到对应的目标坐标点。Specifically, for a road, which has a certain width, in order to determine its corresponding width, the target vector corresponding to the traveling direction can be obtained after the vehicle traveling direction is determined. The target vector can be a unit vector with a direction perpendicular to the driving direction, so that the corresponding target coordinate point can be obtained by extending the historical coordinate point or the current coordinate point in a direction perpendicular to the driving direction.
在一种示例中,在确定了垂直于行驶方向的目标向量后,可以获取道路宽度,道路宽度可以为记忆泊车过程中预设的道路宽度,其可以为根据实际停车场的行驶道路的宽度进行设置。车辆可以以历史坐标点为原点,采用道路宽度与历史坐标信息,计算在目标向量对应方向上的第一坐标点,以及以当前坐标点为原点,采用道路宽度与当前坐标信息,计算在目标向量对应方向上的第二坐标点。参照图3,示出了本发明实施例中提供的坐标点的示意图,对于目标向量Ps而言,可以取其所指向的第一方向以及与第一方向相反的第二方向,从而以历史坐标点或当前坐标点为原点,结合道路宽度与方向,即可确定出与历史坐标点对应的第一坐标点V1和V2,与当前坐标点对应的第二坐标点V3和V4。接着可以获取坐标点V1、V2、V3和V4的坐标信息,然后基于各个坐标信息,计算与行驶方向对应的行驶区域。例如,参照图4,示出了本发明实施例中提供的行驶区域的示意图,在OpenGl中,道路模型可以为点线和三角形组成,则在①中可以通过三个不同的坐标点确定一个三角模型(例如,可以为V1、V2、V4构成一个三角形,也可以为V1、V3、V4构成一个三角形,也可以为V2、V3、V4构成一个三角形,还可以为V1、V2、V3构成一个三角形等等),在②中通过两个三角模型确定与历史坐标点和当前坐标点对应的行驶区域。此外,在得到与历史坐标点和当前坐标点对应的行驶区域,可以对该行驶区域进行缓存,随着车辆的继续行驶,可以根据新的坐标信息,生成新的行驶区域并继续缓存,以及重复相同的坐标运算,直至3D泊车的道路学习结束,从而通过两个坐标点确定与行驶方向对应的一段行驶区域,基于两个坐标点确定一个行驶区域,有效减少了每次坐标计算的计算量,降低了系统的运算开销。In one example, after determining the target vector perpendicular to the driving direction, the road width can be obtained. The road width can be the road width preset during the memory parking process, which can be the width of the driving road based on the actual parking lot. Make settings. The vehicle can use the historical coordinate point as the origin and use the road width and historical coordinate information to calculate the first coordinate point in the direction corresponding to the target vector; and use the current coordinate point as the origin and use the road width and current coordinate information to calculate the first coordinate point in the target vector. The second coordinate point in the corresponding direction. Referring to Figure 3, a schematic diagram of the coordinate points provided in the embodiment of the present invention is shown. For the target vector P s , the first direction it points to and the second direction opposite to the first direction can be taken, so as to use the history The coordinate point or the current coordinate point is the origin. Combining the road width and direction, the first coordinate points V 1 and V 2 corresponding to the historical coordinate point and the second coordinate points V 3 and V 4 corresponding to the current coordinate point can be determined. . Then the coordinate information of the coordinate points V 1 , V 2 , V 3 and V 4 can be obtained, and then based on each coordinate information, the driving area corresponding to the driving direction is calculated. For example, referring to Figure 4, a schematic diagram of the driving area provided in the embodiment of the present invention is shown. In OpenGl, the road model can be composed of points, lines and triangles, then in ① a triangle can be determined by three different coordinate points Model (for example, you can form a triangle for V 1 , V 2 , and V 4 , you can also form a triangle for V 1 , V 3 , and V 4 , you can also form a triangle for V 2 , V 3 , and V 4 , and you can Form a triangle for V 1 , V 2 , V 3 , etc.). In ②, the driving area corresponding to the historical coordinate point and the current coordinate point is determined through two triangle models. In addition, after obtaining the driving area corresponding to the historical coordinate point and the current coordinate point, the driving area can be cached. As the vehicle continues to drive, a new driving area can be generated based on the new coordinate information and continue to be cached, and repeated The same coordinate operation is carried out until the end of road learning for 3D parking, thereby determining a driving area corresponding to the driving direction through two coordinate points, and determining a driving area based on the two coordinate points, effectively reducing the amount of calculation for each coordinate calculation. , reducing the computing overhead of the system.
步骤104,根据若干个所述行驶区域,生成所述车辆移动过程对应的道路信息。Step 104: Generate road information corresponding to the vehicle movement process according to several driving areas.
在具体实现中,通过计算当前坐标点与上一历史坐标点的坐标信息确定与当前行驶方向对应的行驶区域后,可以对每次计算的行驶区域进行缓存,从而在绘制道路的过程中,可以调用所有混存的行驶区域进行绘制形成完整的道路,使得道路绘制的过程中每次只会计算最新的坐标点,减少对一系列坐标点的计算,减少绘制性能的占用,进一步降低了系统的开销,提高道路绘制的效率,进而以完成记忆泊车过程中的3D道路学习。In a specific implementation, after determining the driving area corresponding to the current driving direction by calculating the coordinate information of the current coordinate point and the previous historical coordinate point, the driving area calculated each time can be cached, so that in the process of drawing the road, the driving area can be cached. All mixed driving areas are called to draw to form a complete road, so that only the latest coordinate points are calculated each time during the road drawing process, reducing the calculation of a series of coordinate points, reducing the occupation of drawing performance, and further reducing the system's cost, improve the efficiency of road drawing, and then complete 3D road learning in the memory parking process.
此外,由于行驶区域是一段一段地进行缓存,在对道路信息进行显示的过程中,可以先获取显示器件中可视范围内的若干个行驶区域,然后对这些行驶区域进行组合,生成一段完整的道路,并在显示器件中显示该道路。例如,参照图5,示出了本发明实施例中提供的道路信息的示意图,行驶区域是分段缓存的,可以将N个行驶区域进行组合生成对应的道路,具体的,可以在显示的时候选择只显示在屏幕内的道路段,具体的,每个缓存的行驶区域会纪录它的起点和终点坐标,每次绘制的时候分别用起点和终点和车辆的实时坐标进行比较,如果位于屏幕显示的范围则显示,如果位于屏幕的范围之外则不显示,从而在每次坐标计算的过程中,通过两个坐标点确定与行驶方向对应的一段行驶区域,基于两个坐标点确定一个行驶区域,有效减少了每次坐标计算的计算量,降低了系统的运算开销,同时在将多个行驶区域合成道路信息的过程中,由于行驶区域是一段一段进行缓存的,使得道路绘制的过程中可以减少绘制性能的占用,进一步降低了系统的开销,提高道路绘制的效率。In addition, since the driving area is cached segment by segment, in the process of displaying road information, several driving areas within the visible range of the display device can be obtained first, and then these driving areas are combined to generate a complete segment. road and display the road in the display device. For example, referring to Figure 5, a schematic diagram of the road information provided in the embodiment of the present invention is shown. The driving area is cached in segments, and N driving areas can be combined to generate the corresponding road. Specifically, it can be displayed when Select the road segment that is only displayed on the screen. Specifically, each cached driving area will record its starting point and end point coordinates. Each time it is drawn, the starting point and end point are compared with the real-time coordinates of the vehicle. If it is located on the screen, The range of is displayed, and if it is outside the range of the screen, it is not displayed. Therefore, in the process of each coordinate calculation, a driving area corresponding to the driving direction is determined through two coordinate points, and a driving area is determined based on the two coordinate points. , effectively reducing the amount of calculation for each coordinate calculation and reducing the computing overhead of the system. At the same time, in the process of synthesizing road information from multiple driving areas, since the driving areas are cached piece by piece, the process of road drawing can be Reduce the occupation of drawing performance, further reduce system overhead, and improve the efficiency of road drawing.
需要说明的是,本发明实施例包括但不限于上述示例,可以理解的是,在本发明实施例的思想指导下,本领域技术人员还可以根据实际需求进行设置,本发明对此不作限制。It should be noted that the embodiments of the present invention include but are not limited to the above examples. It can be understood that, under the guidance of the embodiments of the present invention, those skilled in the art can also make settings according to actual needs, and the present invention does not limit this.
在本发明实施例中,在记忆泊车的道路学习过程中,车辆可以通过获取移动过程中的坐标信息,其中,坐标信息可以包括历史坐标点的历史坐标信息以及与历史坐标点对应的当前坐标点的当前坐标信息,接着基于坐标信息确定车辆的行驶方向,并根据历史坐标信息与当前坐标信息,确定与行驶方向对应的行驶区域,然后可以根据多个行驶区域生成车辆移动过程中对应的道路信息,通过两个坐标点确定与行驶方向对应的一段行驶区域,基于两个坐标点确定一个行驶区域,有效减少了每次坐标计算的计算量,降低了系统的运算开销,同时在将多个行驶区域合成道路信息的过程中,由于行驶区域是一段一段进行缓存的,使得道路绘制的过程中可以减少绘制性能的占用,进一步降低了系统的开销,提高道路绘制的效率。In the embodiment of the present invention, during the road learning process of memory parking, the vehicle can obtain coordinate information during movement, where the coordinate information may include historical coordinate information of historical coordinate points and current coordinates corresponding to the historical coordinate points. The current coordinate information of the point is then used to determine the driving direction of the vehicle based on the coordinate information, and the driving area corresponding to the driving direction is determined based on the historical coordinate information and the current coordinate information. Then the corresponding road during vehicle movement can be generated based on multiple driving areas. Information, a section of the driving area corresponding to the driving direction is determined through two coordinate points, and a driving area is determined based on the two coordinate points, which effectively reduces the calculation amount of each coordinate calculation, reduces the computing overhead of the system, and simultaneously combines multiple In the process of synthesizing road information from the driving area, since the driving area is cached piece by piece, the drawing performance can be reduced during the road drawing process, further reducing the system overhead and improving the efficiency of road drawing.
需要说明的是,对于方法实施例,为了简单描述,故将其都表述为一系列的动作组合,但是本领域技术人员应该知悉,本发明实施例并不受所描述的动作顺序的限制,因为依据本发明实施例,某些步骤可以采用其他顺序或者同时进行。其次,本领域技术人员也应该知悉,说明书中所描述的实施例均属于优选实施例,所涉及的动作并不一定是本发明实施例所必须的。It should be noted that for the sake of simple description, the method embodiments are expressed as a series of action combinations. However, those skilled in the art should know that the embodiments of the present invention are not limited by the described action sequence because According to embodiments of the present invention, certain steps may be performed in other orders or simultaneously. Secondly, those skilled in the art should also know that the embodiments described in the specification are preferred embodiments, and the actions involved are not necessarily necessary for the embodiments of the present invention.
参照图6,示出了本发明实施例中提供的一种基于泊车的道路生成装置的结构框图,具体可以包括如下模块:Referring to Figure 6, a structural block diagram of a parking-based road generation device provided in an embodiment of the present invention is shown. Specifically, it may include the following modules:
坐标信息获取模块601,用于获取车辆移动过程中的坐标信息,所述坐标信息包括历史坐标点的历史坐标信息,以及所述历史坐标点对应的当前坐标点的当前坐标信息;The coordinate information acquisition module 601 is used to obtain coordinate information during vehicle movement. The coordinate information includes historical coordinate information of historical coordinate points, and current coordinate information of the current coordinate point corresponding to the historical coordinate point;
行驶方向确定模块602,用于确定所述车辆的行驶方向;The driving direction determination module 602 is used to determine the driving direction of the vehicle;
行驶区域确定模块603,用于根据所述历史坐标信息与所述当前坐标信息,确定与所述行驶方向对应的行驶区域;The driving area determination module 603 is used to determine the driving area corresponding to the driving direction according to the historical coordinate information and the current coordinate information;
道路信息生成模块604,用于根据若干个所述行驶区域,生成所述车辆移动过程对应的道路信息。The road information generation module 604 is used to generate road information corresponding to the vehicle movement process according to several driving areas.
在本发明的一种可选实施例中,所述行驶方向确定模块602包括:In an optional embodiment of the present invention, the driving direction determination module 602 includes:
向量获取子模块,用于获取与所述历史坐标信息对应的第一向量,与所述当前坐标信息对应的第二向量;A vector acquisition submodule, used to acquire the first vector corresponding to the historical coordinate information and the second vector corresponding to the current coordinate information;
行驶方向确定模块602,用于采用所述第一向量与所述第二向量,确定所述车辆的行驶方向。The traveling direction determination module 602 is configured to use the first vector and the second vector to determine the traveling direction of the vehicle.
在本发明的一种可选实施例中,所述行驶区域确定模块603包括:In an optional embodiment of the present invention, the driving area determination module 603 includes:
目标向量获取子模块,用于获取针对所述历史坐标点和所述当前坐标点的目标向量,所述目标向量为方向垂直于所述行驶方向的向量;A target vector acquisition submodule, used to acquire a target vector for the historical coordinate point and the current coordinate point, where the target vector is a vector with a direction perpendicular to the driving direction;
第一坐标点计算子模块,用于采用所述目标向量与所述历史坐标信息,计算针对所述历史坐标点的第一坐标点;The first coordinate point calculation submodule is used to use the target vector and the historical coordinate information to calculate the first coordinate point for the historical coordinate point;
第二坐标点计算子模块,用于采用所述目标向量与所述当前坐标信息,计算针对所述当前坐标点的第二坐标点;The second coordinate point calculation submodule is used to use the target vector and the current coordinate information to calculate the second coordinate point for the current coordinate point;
行驶区域确定子模块,用于根据所述第一坐标点与所述第二坐标点,确定与所述行驶方向对应的行驶区域。A driving area determination submodule is used to determine a driving area corresponding to the driving direction according to the first coordinate point and the second coordinate point.
在本发明的一种可选实施例中,所述第一坐标点计算子模块具体用于:In an optional embodiment of the present invention, the first coordinate point calculation sub-module is specifically used to:
获取道路宽度;Get road width;
以所述历史坐标点为原点,采用所述道路宽度与所述历史坐标信息,计算在所述目标向量对应方向上的第一坐标点。Taking the historical coordinate point as the origin, using the road width and the historical coordinate information, calculate the first coordinate point in the direction corresponding to the target vector.
在本发明的一种可选实施例中,所述第二坐标点计算子模块具体用于:In an optional embodiment of the present invention, the second coordinate point calculation sub-module is specifically used to:
获取道路宽度;Get road width;
以所述当前坐标点为原点,采用所述道路宽度与所述当前坐标信息,计算在所述目标向量对应方向上的第二坐标点。Taking the current coordinate point as the origin, using the road width and the current coordinate information, calculate the second coordinate point in the direction corresponding to the target vector.
在本发明的一种可选实施例中,所述行驶区域确定子模块具体用于:In an optional embodiment of the present invention, the driving area determination sub-module is specifically used to:
获取所述第一坐标点的第一坐标信息,以及所述第二坐标点的第二坐标信息;Obtain the first coordinate information of the first coordinate point and the second coordinate information of the second coordinate point;
采用所述第一坐标信息与所述第二坐标信息,计算与所述行驶方向对应的行驶区域。Using the first coordinate information and the second coordinate information, a traveling area corresponding to the traveling direction is calculated.
在本发明的一种可选实施例中,所述坐标信息获取模块601具体用于:In an optional embodiment of the present invention, the coordinate information acquisition module 601 is specifically used to:
按照预设时间间隔获取车辆移动过程中的坐标信息。Obtain coordinate information during vehicle movement at preset time intervals.
在本发明的一种可选实施例中,所述坐标信息获取模块601具体用于:In an optional embodiment of the present invention, the coordinate information acquisition module 601 is specifically used to:
按照预设行驶距离获取车辆移动过程中的坐标信息。Obtain coordinate information during vehicle movement according to the preset driving distance.
在本发明的一种可选实施例中,所述道路信息生成模块604具体用于:In an optional embodiment of the present invention, the road information generation module 604 is specifically used to:
获取预设显示器件中可视范围内的若干个所述行驶区域,在所述显示器件中显示所述行驶区域对应的道路信息。A plurality of the driving areas within the visible range of the preset display device are obtained, and the road information corresponding to the driving areas is displayed on the display device.
对于装置实施例而言,由于其与方法实施例基本相似,所以描述的比较简单,相关之处参见方法实施例的部分说明即可。As for the device embodiment, since it is basically similar to the method embodiment, the description is relatively simple. For relevant details, please refer to the partial description of the method embodiment.
另外,本发明实施例还提供一种车辆,如图7所示,包括处理器701、通信接口702、存储器703和通信总线704,其中,处理器701,通信接口702,存储器703通过通信总线704完成相互间的通信,In addition, an embodiment of the present invention also provides a vehicle, as shown in Figure 7, including a processor 701, a communication interface 702, a memory 703, and a communication bus 704. The processor 701, the communication interface 702, and the memory 703 communicate through the communication bus 704. complete mutual communication,
存储器703,用于存放计算机程序;Memory 703, used to store computer programs;
处理器701,用于执行存储器703上所存放的程序时,实现如下步骤:The processor 701 is used to execute the program stored on the memory 703 to implement the following steps:
获取车辆移动过程中的坐标信息,所述坐标信息包括历史坐标点的历史坐标信息,以及所述历史坐标点对应的当前坐标点的当前坐标信息;Obtaining coordinate information during vehicle movement, the coordinate information includes historical coordinate information of the historical coordinate point, and current coordinate information of the current coordinate point corresponding to the historical coordinate point;
确定所述车辆的行驶方向;Determine the direction of travel of the vehicle;
根据所述历史坐标信息与所述当前坐标信息,确定与所述行驶方向对应的行驶区域;Determine a driving area corresponding to the driving direction according to the historical coordinate information and the current coordinate information;
根据若干个所述行驶区域,生成所述车辆移动过程对应的道路信息。According to several driving areas, road information corresponding to the vehicle movement process is generated.
在本发明的一种可选实施例中,所述确定所述车辆的行驶方向,包括:In an optional embodiment of the present invention, determining the driving direction of the vehicle includes:
获取与所述历史坐标信息对应的第一向量,与所述当前坐标信息对应的第二向量;Obtain the first vector corresponding to the historical coordinate information and the second vector corresponding to the current coordinate information;
采用所述第一向量与所述第二向量,确定所述车辆的行驶方向。The traveling direction of the vehicle is determined using the first vector and the second vector.
在本发明的一种可选实施例中,所述根据所述历史坐标信息与所述当前坐标信息,确定与所述行驶方向对应的行驶区域,包括:In an optional embodiment of the present invention, determining the driving area corresponding to the driving direction based on the historical coordinate information and the current coordinate information includes:
获取针对所述历史坐标点和所述当前坐标点的目标向量,所述目标向量为方向垂直于所述行驶方向的向量;Obtain a target vector for the historical coordinate point and the current coordinate point, where the target vector is a vector with a direction perpendicular to the driving direction;
采用所述目标向量与所述历史坐标信息,计算针对所述历史坐标点的第一坐标点;Using the target vector and the historical coordinate information, calculate the first coordinate point for the historical coordinate point;
采用所述目标向量与所述当前坐标信息,计算针对所述当前坐标点的第二坐标点;Using the target vector and the current coordinate information, calculate a second coordinate point for the current coordinate point;
根据所述第一坐标点与所述第二坐标点,确定与所述行驶方向对应的行驶区域。According to the first coordinate point and the second coordinate point, a traveling area corresponding to the traveling direction is determined.
在本发明的一种可选实施例中,所述采用所述目标向量与所述历史坐标信息,计算针对所述历史坐标点的第一坐标点,包括:In an optional embodiment of the present invention, using the target vector and the historical coordinate information to calculate the first coordinate point for the historical coordinate point includes:
获取道路宽度;Get road width;
以所述历史坐标点为原点,采用所述道路宽度与所述历史坐标信息,计算在所述目标向量对应方向上的第一坐标点。Taking the historical coordinate point as the origin, using the road width and the historical coordinate information, calculate the first coordinate point in the direction corresponding to the target vector.
在本发明的一种可选实施例中,所述采用所述目标向量与所述当前坐标信息,计算针对所述当前坐标点的第二坐标点,包括:In an optional embodiment of the present invention, using the target vector and the current coordinate information to calculate the second coordinate point for the current coordinate point includes:
获取道路宽度;Get road width;
以所述当前坐标点为原点,采用所述道路宽度与所述当前坐标信息,计算在所述目标向量对应方向上的第二坐标点。Taking the current coordinate point as the origin, using the road width and the current coordinate information, calculate the second coordinate point in the direction corresponding to the target vector.
在本发明的一种可选实施例中,所述根据所述第一坐标点与所述第二坐标点,确定与所述行驶方向对应的行驶区域,包括:In an optional embodiment of the present invention, determining the driving area corresponding to the driving direction according to the first coordinate point and the second coordinate point includes:
获取所述第一坐标点的第一坐标信息,以及所述第二坐标点的第二坐标信息;Obtain the first coordinate information of the first coordinate point and the second coordinate information of the second coordinate point;
采用所述第一坐标信息与所述第二坐标信息,计算与所述行驶方向对应的行驶区域。Using the first coordinate information and the second coordinate information, a traveling area corresponding to the traveling direction is calculated.
在本发明的一种可选实施例中,所述获取车辆移动过程中的坐标信息,包括:In an optional embodiment of the present invention, obtaining coordinate information during vehicle movement includes:
按照预设时间间隔获取车辆移动过程中的坐标信息。Obtain coordinate information during vehicle movement at preset time intervals.
在本发明的一种可选实施例中,所述获取车辆移动过程中的坐标信息,包括:In an optional embodiment of the present invention, obtaining coordinate information during vehicle movement includes:
按照预设行驶距离获取车辆移动过程中的坐标信息。Obtain coordinate information during vehicle movement according to the preset driving distance.
在本发明的一种可选实施例中,所述根据若干个所述行驶区域,生成所述车辆移动过程对应的道路信息,包括:In an optional embodiment of the present invention, generating road information corresponding to the vehicle movement process according to several driving areas includes:
获取预设显示器件中可视范围内的若干个所述行驶区域,在所述显示器件中显示所述行驶区域对应的道路信息。A plurality of the driving areas within the visible range of the preset display device are obtained, and the road information corresponding to the driving areas is displayed on the display device.
上述终端提到的通信总线可以是外设部件互连标准(Peripheral ComponentInterconnect,简称PCI)总线或扩展工业标准结构(Extended Industry StandardArchitecture,简称EISA)总线等。该通信总线可以分为地址总线、数据总线、控制总线等。为便于表示,图中仅用一条粗线表示,但并不表示仅有一根总线或一种类型的总线。The communication bus mentioned in the above terminal may be a Peripheral Component Interconnect (PCI) bus or an Extended Industry Standard Architecture (EISA) bus. The communication bus can be divided into address bus, data bus, control bus, etc. For ease of presentation, only one thick line is used in the figure, but it does not mean that there is only one bus or one type of bus.
通信接口用于上述终端与其他设备之间的通信。The communication interface is used for communication between the above terminal and other devices.
存储器可以包括随机存取存储器(Random Access Memory,简称RAM),也可以包括非易失性存储器(non-volatile memory),例如至少一个磁盘存储器。可选的,存储器还可以是至少一个位于远离前述处理器的存储装置。The memory may include random access memory (RAM) or non-volatile memory (non-volatile memory), such as at least one disk memory. Optionally, the memory may also be at least one storage device located far away from the aforementioned processor.
上述的处理器可以是通用处理器,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 Signal Processing,简称DSP)、专用集成电路(Application SpecificIntegrated 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。The above-mentioned processor can be a general-purpose processor, including a central processing unit (CPU), a network processor (NP), etc.; it can also be a digital signal processor (Digital Signal Processing, DSP). , Application Specific Integrated Circuit (ASIC for short), Field-Programmable Gate Array (FPGA for short) or other programmable logic devices, discrete gate or transistor logic devices, and discrete hardware components.
如图8所示,在本发明提供的又一实施例中,还提供了一种计算机可读存储介质801,该计算机可读存储介质中存储有指令,当其在计算机上运行时,使得计算机执行上述实施例中所述的基于泊车的道路生成方法。As shown in Figure 8, in another embodiment of the present invention, a computer-readable storage medium 801 is also provided. The computer-readable storage medium stores instructions. When run on a computer, the computer The parking-based road generation method described in the above embodiment is performed.
在本发明提供的又一实施例中,还提供了一种包含指令的计算机程序产品,当其在计算机上运行时,使得计算机执行上述实施例中所述的基于泊车的道路生成方法。In yet another embodiment provided by the present invention, a computer program product containing instructions is also provided, which, when run on a computer, causes the computer to execute the parking-based road generation method described in the above embodiment.
在上述实施例中,可以全部或部分地通过软件、硬件、固件或者其任意组合来实现。当使用软件实现时,可以全部或部分地以计算机程序产品的形式实现。所述计算机程序产品包括一个或多个计算机指令。在计算机上加载和执行所述计算机程序指令时,全部或部分地产生按照本发明实施例所述的流程或功能。所述计算机可以是通用计算机、专用计算机、计算机网络、或者其他可编程装置。所述计算机指令可以存储在计算机可读存储介质中,或者从一个计算机可读存储介质向另一个计算机可读存储介质传输,例如,所述计算机指令可以从一个网站站点、计算机、服务器或数据中心通过有线(例如同轴电缆、光纤、数字用户线(DSL))或无线(例如红外、无线、微波等)方式向另一个网站站点、计算机、服务器或数据中心进行传输。所述计算机可读存储介质可以是计算机能够存取的任何可用介质或者是包含一个或多个可用介质集成的服务器、数据中心等数据存储设备。所述可用介质可以是磁性介质,(例如,软盘、硬盘、磁带)、光介质(例如,DVD)、或者半导体介质(例如固态硬盘Solid State Disk(SSD))等。In the above embodiments, it may be implemented in whole or in part by software, hardware, firmware, or any combination thereof. When implemented using software, it may be implemented in whole or in part in the form of a computer program product. The computer program product includes one or more computer instructions. When the computer program instructions are loaded and executed on a computer, the processes or functions described in accordance with the embodiments of the present invention are generated in whole or in part. The computer may be a general-purpose computer, a special-purpose computer, a computer network, or other programmable device. The computer instructions may be stored in or transmitted from one computer-readable storage medium to another, e.g., the computer instructions may be transferred from a website, computer, server, or data center Transmission to another website, computer, server or data center by wired (such as coaxial cable, optical fiber, digital subscriber line (DSL)) or wireless (such as infrared, wireless, microwave, etc.) means. The computer-readable storage medium may be any available medium that can be accessed by a computer or a data storage device such as a server, data center, etc. that contains one or more available media integrated. The available media may be magnetic media (eg, floppy disk, hard disk, magnetic tape), optical media (eg, DVD), or semiconductor media (eg, Solid State Disk (SSD)), etc.
需要说明的是,在本文中,诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来,而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。It should be noted that in this article, relational terms such as first and second are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply that these entities or operations are mutually exclusive. any such actual relationship or sequence exists between them. Furthermore, the terms "comprises," "comprises," or any other variations thereof are intended to cover a non-exclusive inclusion such that a process, method, article, or apparatus that includes a list of elements includes not only those elements, but also those not expressly listed other elements, or elements inherent to the process, method, article or equipment. Without further limitation, an element defined by the statement "comprises a..." does not exclude the presence of additional identical elements in a process, method, article, or apparatus that includes the stated element.
本说明书中的各个实施例均采用相关的方式描述,各个实施例之间相同相似的部分互相参见即可,每个实施例重点说明的都是与其他实施例的不同之处。尤其,对于系统实施例而言,由于其基本相似于方法实施例,所以描述的比较简单,相关之处参见方法实施例的部分说明即可。Each embodiment in this specification is described in a related manner. The same and similar parts between the various embodiments can be referred to each other. Each embodiment focuses on its differences from other embodiments. In particular, for the system embodiment, since it is basically similar to the method embodiment, the description is relatively simple. For relevant details, please refer to the partial description of the method embodiment.
以上所述仅为本发明的较佳实施例而已,并非用于限定本发明的保护范围。凡在本发明的精神和原则之内所作的任何修改、等同替换、改进等,均包含在本发明的保护范围内。The above descriptions are only preferred embodiments of the present invention and are not intended to limit the scope of the present invention. Any modifications, equivalent substitutions, improvements, etc. made within the spirit and principles of the present invention are included in the protection scope of the present invention.
Claims (11)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202110644923.0A CN113200039B (en) | 2021-06-09 | 2021-06-09 | Parking-based road generation method, device, vehicle and readable medium |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202110644923.0A CN113200039B (en) | 2021-06-09 | 2021-06-09 | Parking-based road generation method, device, vehicle and readable medium |
Publications (2)
Publication Number | Publication Date |
---|---|
CN113200039A CN113200039A (en) | 2021-08-03 |
CN113200039B true CN113200039B (en) | 2024-02-02 |
Family
ID=77024370
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202110644923.0A Active CN113200039B (en) | 2021-06-09 | 2021-06-09 | Parking-based road generation method, device, vehicle and readable medium |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN113200039B (en) |
Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101031161A (en) * | 2006-02-21 | 2007-09-05 | 通用汽车环球科技运作公司 | Inter vehicular ad hoc routing protocol and communication system |
WO2013183252A1 (en) * | 2012-06-04 | 2013-12-12 | 株式会社デンソー | Road learning device |
JP2015096824A (en) * | 2013-11-15 | 2015-05-21 | アジア航測株式会社 | Measuring point height assigning system, measuring point height assigning method, and measuring point height assigning program |
WO2019016114A1 (en) * | 2017-07-17 | 2019-01-24 | Connaught Electronics Ltd. | Method for operating a driver assistance system for a motor vehicle with renewed storage of training data, driver assistance system as well as motor vehicle |
CN110796118A (en) * | 2019-11-12 | 2020-02-14 | 深圳创维数字技术有限公司 | Method for obtaining attitude adjustment parameters of transportation equipment, transportation equipment and storage medium |
CN111930113A (en) * | 2020-06-30 | 2020-11-13 | 创新工场(北京)企业管理股份有限公司 | Method and device for setting driving path for autonomous navigation robot |
EP3748456A1 (en) * | 2019-06-04 | 2020-12-09 | Hitachi Automotive Systems, Ltd. | Autonomous driving control system and apparatus for determining vehicle travelling data usable in said autonomous driving control system |
WO2021000800A1 (en) * | 2019-06-29 | 2021-01-07 | 华为技术有限公司 | Reasoning method for road drivable region and device |
CN112815952A (en) * | 2019-11-15 | 2021-05-18 | 东元电机股份有限公司 | Path trajectory tracking system |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109398349A (en) * | 2018-09-11 | 2019-03-01 | 同济大学 | A kind of automatic parking method and system based on geometric programming and intensified learning |
-
2021
- 2021-06-09 CN CN202110644923.0A patent/CN113200039B/en active Active
Patent Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101031161A (en) * | 2006-02-21 | 2007-09-05 | 通用汽车环球科技运作公司 | Inter vehicular ad hoc routing protocol and communication system |
WO2013183252A1 (en) * | 2012-06-04 | 2013-12-12 | 株式会社デンソー | Road learning device |
JP2015096824A (en) * | 2013-11-15 | 2015-05-21 | アジア航測株式会社 | Measuring point height assigning system, measuring point height assigning method, and measuring point height assigning program |
WO2019016114A1 (en) * | 2017-07-17 | 2019-01-24 | Connaught Electronics Ltd. | Method for operating a driver assistance system for a motor vehicle with renewed storage of training data, driver assistance system as well as motor vehicle |
EP3748456A1 (en) * | 2019-06-04 | 2020-12-09 | Hitachi Automotive Systems, Ltd. | Autonomous driving control system and apparatus for determining vehicle travelling data usable in said autonomous driving control system |
WO2021000800A1 (en) * | 2019-06-29 | 2021-01-07 | 华为技术有限公司 | Reasoning method for road drivable region and device |
CN110796118A (en) * | 2019-11-12 | 2020-02-14 | 深圳创维数字技术有限公司 | Method for obtaining attitude adjustment parameters of transportation equipment, transportation equipment and storage medium |
CN112815952A (en) * | 2019-11-15 | 2021-05-18 | 东元电机股份有限公司 | Path trajectory tracking system |
CN111930113A (en) * | 2020-06-30 | 2020-11-13 | 创新工场(北京)企业管理股份有限公司 | Method and device for setting driving path for autonomous navigation robot |
Also Published As
Publication number | Publication date |
---|---|
CN113200039A (en) | 2021-08-03 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US11320836B2 (en) | Algorithm and infrastructure for robust and efficient vehicle localization | |
US10816977B2 (en) | Path and speed optimization fallback mechanism for autonomous vehicles | |
US12038753B2 (en) | Speed planning method and apparatus, electronic device and storage medium | |
JP6667686B2 (en) | Travel trajectory generation method and system for self-driving vehicle and machine-readable medium | |
WO2022056770A1 (en) | Path planning method and path planning apparatus | |
US9739620B2 (en) | Compressing trajectory data of a navigation device | |
US20190196485A1 (en) | Non-blocking boundary for autonomous vehicle planning | |
CN114387319B (en) | Point cloud registration method, device, equipment and storage medium | |
CN114051628B (en) | Method and device for determining target object point cloud set | |
CN112590813A (en) | Method, apparatus, electronic device, and medium for generating information of autonomous vehicle | |
CN107907139A (en) | Navigation method, device, storage medium and mobile terminal | |
CN114506343B (en) | Track planning method, device, equipment, storage medium and automatic driving vehicle | |
WO2023184869A1 (en) | Semantic map construction and localization method and apparatus for indoor parking lot | |
CN112918487A (en) | Unmanned vehicle starting method and device, electronic equipment and computer readable medium | |
CN115876216A (en) | Lane-changing navigation path planning method and device, electronic equipment and storage medium | |
CN113200039B (en) | Parking-based road generation method, device, vehicle and readable medium | |
JP2022544348A (en) | Methods and systems for identifying objects | |
US12106528B2 (en) | Generating scene flow labels for point clouds using object labels | |
CN115147791A (en) | A vehicle lane change detection method, device, vehicle and storage medium | |
CN115062240A (en) | Parking lot sorting method and device, electronic equipment and storage medium | |
CN114882183A (en) | Lane line marking method and device, computer equipment and storage medium | |
CN112115215A (en) | Method and device for determining lane center line | |
CN111383337A (en) | Method and device for identifying objects | |
CN116403455B (en) | Vehicle control method, device, equipment and storage medium | |
TWI855330B (en) | Method for detecting three-dimensional object, electronic device and storage medium |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20250107 Address after: 510555 Room 202, room 406, No. 1, Yichuang street, Zhongxin Guangzhou Knowledge City, Huangpu District, Guangzhou City, Guangdong Province Patentee after: Guangzhou Xiaopeng smart charging technology Co.,Ltd. Country or region after: China Patentee after: GUANGZHOU XIAOPENG MOTORS TECHNOLOGY Co.,Ltd. Address before: 510000 Room 202, room 406, No. 1, Yichuang street, Zhongxin Guangzhou Knowledge City, Huangpu District, Guangzhou City, Guangdong Province Patentee before: Guangzhou Xiaopeng smart charging technology Co.,Ltd. Country or region before: China |