WO2021203341A1 - Vehicle sensing method, apparatus and system - Google Patents

Vehicle sensing method, apparatus and system Download PDF

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Publication number
WO2021203341A1
WO2021203341A1 PCT/CN2020/083871 CN2020083871W WO2021203341A1 WO 2021203341 A1 WO2021203341 A1 WO 2021203341A1 CN 2020083871 W CN2020083871 W CN 2020083871W WO 2021203341 A1 WO2021203341 A1 WO 2021203341A1
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WO
WIPO (PCT)
Prior art keywords
information
map
road
vehicle
change information
Prior art date
Application number
PCT/CN2020/083871
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French (fr)
Chinese (zh)
Inventor
周伟
宋鲁川
戴丁樟
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华为技术有限公司
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Application filed by 华为技术有限公司 filed Critical 华为技术有限公司
Priority to PCT/CN2020/083871 priority Critical patent/WO2021203341A1/en
Priority to CN202080004871.4A priority patent/CN112655226B/en
Publication of WO2021203341A1 publication Critical patent/WO2021203341A1/en

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/30Services specially adapted for particular environments, situations or purposes
    • H04W4/40Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P]
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/0104Measuring and analyzing of parameters relative to traffic conditions
    • G08G1/0108Measuring and analyzing of parameters relative to traffic conditions based on the source of data
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/0104Measuring and analyzing of parameters relative to traffic conditions
    • G08G1/0125Traffic data processing
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/09Arrangements for giving variable traffic instructions
    • G08G1/0962Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
    • G08G1/0968Systems involving transmission of navigation instructions to the vehicle

Definitions

  • This application relates to the field of vehicle technology, and more specifically, to a method, device, and system for vehicle perception.
  • V2X Vehicle to everything
  • V2X mainly includes vehicle-to-vehicle (V2V) communication, vehicle-to-infrastructure (V2I) communication, vehicle-to-people (V2P) communication, V2N vehicle to cloud (vehicle to network, V2N) ) Communication.
  • V2X technology is a technology in which the vehicle perceives and communicates with the vehicles, people, and objects around the vehicle through on-board sensors and wireless communication technology, and analyzes and makes decisions based on the acquired information.
  • high-precision maps are usually used to assist vehicle sensors to perceive the surrounding environment of the vehicle, thereby improving the ability of the vehicle to perceive the surrounding environment.
  • the result of vehicle detection can also be uploaded to a network device.
  • the network device can update the current map according to the detection result.
  • the data recorded by high-precision maps are often static or semi-dynamic road structured data. When perceiving the environment around the vehicle based on the above solution, it is difficult to accurately identify and perceive dynamic scenes.
  • a crowdsourcing scheme is used to update the map, a certain number of vehicles need to update the current map after encountering the corresponding road condition information, and there is also a large delay in the update time.
  • the present application provides a method, device and system for vehicle perception to improve the ability of the vehicle to perceive the surrounding environment.
  • a method for vehicle perception includes:
  • the network device obtains road environment information, the road environment information includes road change information and time-space information corresponding to the road change information, and the road change information includes one or more of the following information: obstacle information, road dynamic change information, and time-space information.
  • the information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information;
  • the network device obtains a first map, where the first map is a map obtained after the current map is updated based on the road environment information;
  • the current map is a high-precision map.
  • a high-precision map may refer to a high-precision and finely defined map, which includes data such as road network data, lane network data, lane lines, and traffic signs of traditional maps.
  • a high-resolution map is also called a high definition map (HD Map), which is a map dedicated to unmanned driving.
  • HD Map high definition map
  • high-precision maps can provide lane-level navigation information in addition to road-level navigation information. Both the richness of information and the accuracy of information are far higher than traditional navigation maps.
  • the network device sends the first map to the first vehicle.
  • the network device can update the current map according to the road change information of the road where the vehicle is located and the time-space information corresponding to the road change information, and obtain the first map, thereby improving the efficiency of updating the map. , Reduce the update delay.
  • the vehicle can perceive the surrounding environment according to the first map, which can improve the vehicle’s perception ability in different application scenarios.
  • the network device acquiring the first map includes:
  • the network device obtains the first map according to the road environment information; or,
  • the network device receives the first map sent from the map server.
  • the method further includes:
  • the network device does not obtain the first map.
  • the preset condition includes a preset time and/or a preset area.
  • the road change information further includes vehicle pose change information.
  • a method for vehicle perception including:
  • the first vehicle receives a first map sent from a network device.
  • the first map is a map obtained after the current map is updated based on road environment information.
  • the road environment information includes road change information and time-space information corresponding to the road change information.
  • the change information includes one or more of the following information: obstacle information, road dynamic change information, and the spatiotemporal information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information;
  • the first vehicle determines the regulatory action of the first vehicle according to the first map.
  • the current map is a high-precision map.
  • a high-precision map may refer to a high-precision and finely defined map, which includes data such as road network data, lane network data, lane lines, and traffic signs of traditional maps.
  • a high-resolution map is also called a high definition map (HD Map), which is a map dedicated to unmanned driving.
  • HD Map high definition map
  • high-precision maps can provide lane-level navigation information in addition to road-level navigation information. Both the richness of information and the accuracy of information are far higher than traditional navigation maps.
  • the network device can update the current map according to the road change information of the road where the vehicle is located and the time-space information corresponding to the road change information, and obtain the first map, thereby improving the efficiency of updating the map. , Reduce the update delay.
  • the vehicle can perceive the surrounding environment according to the first map, which can improve the vehicle’s perception ability in different application scenarios.
  • the road change information further includes vehicle pose change information.
  • a vehicle sensing device in a third aspect, includes:
  • the transceiver unit is used to obtain road environment information.
  • the road environment information includes road change information and time-space information corresponding to the road change information.
  • the road change information includes one or more of the following information: obstacle information, road dynamic change information ,
  • the spatio-temporal information includes one or more of the following information: the time corresponding to the road change information, and the area corresponding to the road change information;
  • a processing unit configured to obtain a first map, which is a map obtained after the current map is updated based on the road environment information
  • the transceiver unit is also used to send the first map to the first vehicle;
  • the current map is a high-precision map.
  • a high-precision map may refer to a high-precision and finely defined map, which includes data such as road network data, lane network data, lane lines, and traffic signs of traditional maps.
  • a high-resolution map is also called a high definition map (HD Map), which is a map dedicated to unmanned driving.
  • HD Map high definition map
  • high-precision maps can provide lane-level navigation information in addition to road-level navigation information. Both the richness of information and the accuracy of information are far higher than traditional navigation maps.
  • the processing unit is further used for:
  • the network device obtains the first map according to the road environment information; or,
  • the network device receives the first map sent from the map server.
  • the processing unit is further used for:
  • the network device does not obtain the first map.
  • the preset condition includes a preset time and/or a preset area.
  • the road change information further includes vehicle pose change information.
  • a vehicle sensing device which includes:
  • the transceiver unit is configured to receive a first map sent from a network device.
  • the first map is a map obtained after the current map is updated based on road environment information.
  • the road environment information includes road change information and time-space information corresponding to the road change information,
  • the road change information includes one or more of the following information: obstacle information, road dynamic change information, and the spatiotemporal information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information;
  • a processing unit configured to determine the regulatory action of the first vehicle according to the first map
  • the current map is a high-precision map.
  • a high-precision map may refer to a high-precision and finely defined map, which includes data such as road network data, lane network data, lane lines, and traffic signs of traditional maps.
  • a high-resolution map is also called a high definition map (HD Map), which is a map dedicated to unmanned driving.
  • HD Map high definition map
  • high-precision maps can provide lane-level navigation information in addition to road-level navigation information. Both the richness of information and the accuracy of information are far higher than traditional navigation maps.
  • the road change information further includes vehicle pose change information.
  • a network device in a fifth aspect, includes a memory and a processor,
  • the memory is used to store instructions
  • the processor is used to read instructions stored in the memory, so that the device executes the foregoing first aspect and the method in any possible implementation manner of the first aspect.
  • a network device in a sixth aspect, includes a memory and a processor, the memory is used to store instructions, and the processor is used to read the instructions stored in the memory so that the device executes the second aspect and the second The method in any possible implementation of the aspect.
  • processors there are one or more processors, and one or more memories.
  • the memory and the processor are integrated together, or the memory and the processor are provided separately.
  • the memory can be a non-transitory (non-transitory) memory, such as a read only memory (ROM), which can be integrated with the processor on the same chip, or can be set in different On the chip, the embodiment of the present application does not limit the type of the memory and the setting mode of the memory and the processor.
  • ROM read only memory
  • a computer-readable storage medium for storing a computer program.
  • the computer program includes any of the first and/or second aspects and the first and/or second aspects described above.
  • a computer program product containing instructions which, when run on a computer, enables the computer to execute the first aspect and/or the second aspect and any of the foregoing first and/or second aspects.
  • the method in the implementation is provided.
  • a chip including at least one processor and an interface; the at least one processor is configured to call and run a computer program, so that the chip executes the first aspect and/or the second aspect.
  • a system which includes the aforementioned network device, a map server, and a first vehicle.
  • FIG. 1 is a schematic diagram of an application scenario 100 of a technical solution provided by an embodiment of the present application.
  • FIG. 2 is a schematic flowchart of a vehicle sensing method 200 provided by an embodiment of the present application.
  • FIG. 3 is a schematic flowchart of a method 300 for vehicle perception according to an embodiment of the present application.
  • FIG. 4 is a schematic flowchart of a method 400 for vehicle perception according to an embodiment of the present application.
  • Fig. 5 is a schematic diagram of an application scenario of a method for vehicle perception provided by an embodiment of the present application.
  • Fig. 6 is a schematic diagram of an application scenario of a method for vehicle perception provided by an embodiment of the present application.
  • FIG. 7 is a schematic structural diagram of a vehicle sensing device 700 provided by an embodiment of the present application.
  • FIG. 8 is a schematic structural diagram of a vehicle sensing device 800 provided by an embodiment of the present application.
  • FIG. 9 is a schematic structural diagram of a vehicle sensing device 900 provided by an embodiment of the present application.
  • FIG. 10 is a schematic structural diagram of a vehicle sensing device 1000 provided by an embodiment of the present application.
  • V2X vehicle to everything
  • the V2X scenario may specifically be any of the following systems: vehicle-to-vehicle (V2V), vehicle-to-pedestrian (V2P), vehicle-to-network (V2N) business Communication with vehicles and infrastructure (V2I), etc.
  • V2V vehicle-to-vehicle
  • V2P vehicle-to-pedestrian
  • V2N vehicle-to-network
  • V2I business Communication with vehicles and infrastructure
  • D2D may be long term evolution (LTE) D2D, new radio (NR) D2D, and may also be D2D in other communication systems that may appear with the development of technology.
  • V2X can be LTE V2X, NR V2X, and can also be V2X in other communication systems that may emerge with the development of technology.
  • the network device may be any device that has a wireless transceiver function.
  • the network equipment includes, but is not limited to: roadside units (RSU), smart vehicles, evolved Node B (evolved Node B, eNB), radio network controller (RNC), Node B (Node B) B, NB), base station controller (BSC), base transceiver station (base transceiver station, BTS), home base station (for example, home evolved NodeB, or home Node B, HNB), baseband unit (baseband unit, BBU), the access point (AP), wireless relay node, wireless backhaul node, transmission point (TP), or transmission and reception point in the wireless fidelity (WiFi) system Reception point, TRP), etc.
  • 5G such as NR, gNB in the system, or transmission point (TRP or TP), one or a group (including multiple antenna panels) antenna panel of the base station in the 5G system
  • it may also be a network node constituting a
  • the gNB may include a centralized unit (CU) and a DU.
  • the gNB may also include an active antenna unit (AAU).
  • CU implements some functions of gNB
  • DU implements some functions of gNB.
  • CU is responsible for processing non-real-time protocols and services, implementing radio resource control (RRC), and packet data convergence protocol (PDCP) The function of the layer.
  • RRC radio resource control
  • PDCP packet data convergence protocol
  • the DU is responsible for processing the physical layer protocol and real-time services, and realizes the functions of the radio link control (RLC) layer, the media access control (MAC) layer, and the physical (PHY) layer.
  • RLC radio link control
  • MAC media access control
  • PHY physical layer
  • the network device may be a device that includes one or more of a CU node, a DU node, and an AAU node.
  • the CU can be divided into network equipment in the access network (radio access network, RAN), and the CU can also be divided into network equipment in the core network (core network, CN), which is not limited in the embodiment of this application. .
  • the first vehicle may be an in-vehicle device, a vehicle with a communication function, or the like.
  • the embodiment of the application does not limit this.
  • the first vehicle may also be an in-vehicle module, an in-vehicle module, an in-vehicle component, an in-vehicle chip, or an in-vehicle unit built into the vehicle as one or more components or units.
  • On-board chip or on-board unit can implement the method of this application.
  • FIG. 1 shows a schematic diagram of an application scenario 100 of the technical solution provided by an embodiment of the present application.
  • the application scenario 100 may include at least one network device 111, one terminal device 112, and another terminal device 113.
  • the network device 111 can communicate with the terminal device 112 and the terminal device 113, and the terminal device 112 and the terminal device 113 can also communicate with each other.
  • the network device 111, the terminal device 112, and the terminal device 113 may use the spectrum of the cellular link when communicating.
  • the intelligent transportation spectrum near 5.9 GHz can also be used for communication.
  • the technology for each device to communicate with each other can be enhanced based on the LTE protocol, or it can be enhanced based on the D2D technology.
  • FIG. 1 is only for ease of understanding, and schematically shows a network device 111, a terminal device 112, and a terminal device 113, but this should not constitute any limitation to the present application.
  • a larger number of network devices may be included, or a larger number of terminal devices may be included, which is not limited in this application.
  • the application scenario in FIG. 1 may also include one or more map servers.
  • the map server can communicate with any one of the network device 111, the terminal device 112, and the terminal device 113.
  • the map server can provide dynamic information of the current road for the devices communicating with it.
  • the result of vehicle detection can also be uploaded to a network device.
  • the network device can update the current map according to the detection result.
  • the data recorded by the high-precision map is generally static or semi-dynamic road structured data, it is difficult to accurately identify and perceive dynamic scenes when perceiving the environment around the vehicle based on the above solution.
  • a crowdsourcing scheme is used to update the map, a certain number of vehicles need to update the current map after encountering the corresponding road condition information, and there is also a large delay in the update time.
  • this application proposes a method of vehicle perception, which can improve the ability of the vehicle to perceive the surrounding environment.
  • vehicle sensing method provided by the embodiments of the present application will be described in detail with reference to FIGS. 2 to 6.
  • FIG. 2 shows a schematic flowchart of a method 200 for vehicle perception provided by the present application.
  • the method 200 in FIG. 2 includes steps S210 to S230, and these steps are described in detail below.
  • the network device obtains road environment information.
  • the network device obtains road environment information, which can be understood as the network device obtains the road environment information after sensing the road environment information.
  • the network device obtains the road environment information, which can be understood as that after the vehicle perceives the road environment information, the vehicle sends the road environment information to the network device.
  • the network device can obtain the road environment information.
  • the road environment information includes road change information and time-space information corresponding to the road change information
  • the road change information includes one or more of the following information: obstacle information, road dynamic change information
  • the time-space information includes one of the following Or multiple: the time corresponding to the road change information, and the area corresponding to the road change information.
  • the spatio-temporal information corresponding to the road change information can be understood as the time corresponding to when the information on the road changes, or the area corresponding to the change information when the information on the road changes.
  • the time-space information corresponding to the road change information is time T.
  • the corresponding time when the information on the road changes is time T.
  • an abnormal obstacle appears in area 1 of road A.
  • the spatio-temporal information corresponding to the road change information is area 1.
  • the area corresponding to the change information is area 1.
  • the road change information further includes vehicle pose change information.
  • the obstacle information is not specifically limited.
  • the obstacle information may be falling rocks.
  • the obstacle information may be potholes.
  • the obstacle information may be sudden obstacles.
  • the obstacle information may be abnormal weather.
  • the vehicle pose change information is not specifically limited.
  • the posture change information of the vehicle may be turning information of the vehicle in a curve.
  • the vehicle pose change information may also be the avoidance action information of the vehicle when there is an obstacle.
  • the vehicle pose change information may also be collision information of a severe collision of the vehicle.
  • the vehicle can obtain obstacle information, vehicle pose change information, and road dynamic change information through sensors installed on the vehicle.
  • vehicle #1 can obtain obstacle information, vehicle pose change information, and road dynamic change information through a camera installed on the vehicle.
  • vehicle #1 can obtain obstacle information, vehicle pose change information, and road dynamic change information through a millimeter wave radar installed on the vehicle.
  • vehicle #1 can obtain obstacle information, vehicle pose change information, and road dynamic change information through the lidar installed on the vehicle.
  • the road dynamic change information is not specifically limited.
  • the road dynamic change information may be that the driving vehicles on the road stop running.
  • the dynamic change information of the road can be used for moving pedestrians in front of the driving vehicle.
  • S220 The network device obtains the first map.
  • the first map is a map obtained after the current map is updated based on road environment information.
  • the map obtained by the network device after updating the current map according to the road environment information is the first map.
  • the current map can be understood as the map corresponding to the road where the vehicle is located.
  • the map obtained after the network device updates the current map according to the road environment information is the first map. It can be understood that the network device updates the layers of the current map according to the temporal and spatial information and road change information corresponding to the road change information. Get the first map.
  • the first layer is the road static high-precision map information layer
  • the second layer is the road state information
  • the third layer is the road dynamic environment information layer
  • the fourth layer is the road traffic state information Floor.
  • the fused vehicle environment information is road state information (for example, there are obstacles)
  • the information can be added to the second layer of the current map, so as to obtain the first map.
  • the information included in the fused vehicle environment information is road dynamic environment information (for example, there are sudden obstacles)
  • the information can be added to the third layer of the current map, so as to obtain the first map.
  • the fused vehicle environment information includes road state information (for example, obstacles) and road traffic state information (for example, traffic jams occur)
  • road state information for example, obstacles
  • road traffic state information for example, traffic jams occur
  • the type of the current map is not specifically limited.
  • the current map may be a normal navigation map.
  • the current map may also be a high-precision map.
  • a high-precision map may refer to a high-precision, finely defined map, which includes data such as road network data, lane network data, lane lines, and traffic signs of traditional maps.
  • a high-definition map is also called a high-definition map (HD Map), which is a map dedicated to unmanned driving services.
  • HD Map high-definition map
  • high-precision maps can provide lane-level navigation information in addition to road-level navigation information. Both the richness of information and the accuracy of information are much higher than ordinary navigation maps.
  • acquiring the first map by the network device includes:
  • the network device obtains the first map according to the road environment information; or, in the case that the spatio-temporal information does not meet the preset condition, the network device receives the transmission from the map server Of this first map.
  • the preset condition includes a preset time and/or a preset area.
  • the preset conditions are related to specific application scenarios.
  • the range of the preset area can be set to 150 meters.
  • the preset time can be set to 6:00-10:00.
  • the range of the preset time can be set to 6:00-10:00, and the range of the preset area is 300 meters.
  • the preset condition is a fixed value.
  • the range of the preset area is set to 100 meters.
  • the range of the preset time is set to be 7:00-10:00.
  • the network device when the time-space information meets the preset condition, the network device obtains the first map according to the road environment information, including the following three situations:
  • Case 1 When the time corresponding to the road change information meets the preset time, the network device updates the current map according to the road environment information to obtain the first map.
  • the network device updates the current map according to the information of the abnormal object and the time when the abnormal object appears in the road A to obtain the first map.
  • Case 2 When the area corresponding to the road change information satisfies the preset area, the network device updates the current map according to the road environment information to obtain the first map.
  • the network device updates the current map according to the obstacle information and the area where the obstacle appears to obtain the first map.
  • Case 3 When the area corresponding to the road change information meets the preset area, and the time corresponding to the road change information meets the preset time, the network device updates the current map according to the road change information to obtain the first map.
  • the network device updates the current map according to the obstacle information and the time and area where the obstacle appears to obtain the first map.
  • the network device receives the first map sent from the map server. Specifically, when the time-space information does not meet the preset conditions, the network device sends road environment information to the map server.
  • the map server updates the current map according to the road environment information to obtain the first map, and the map server sends the road environment information to the network device.
  • the first map In this case, the network device can receive the first map sent from the map server.
  • the map server updates the current map according to the obstacle information and the time and area where the obstacle appears to obtain the first map.
  • the map server sends the first map to the network device, and the network device can obtain the first map.
  • the network device may not obtain the first map.
  • the network device does not acquire the first map when the spatiotemporal information does not meet the preset condition.
  • the network device may not update the current map.
  • S230 The network device sends the first map to the first vehicle.
  • the network device can update the current map according to the road change information of the road where the vehicle is located and the time-space information corresponding to the road change information, and obtain the first map, thereby improving the efficiency of updating the map. , Reduce the update delay.
  • the vehicle perceives the surrounding environment according to the received updated map (first map), which can improve the vehicle's perception ability in different application scenarios.
  • an application scenario including obstacle information, vehicle #1, vehicle #2, and network equipment is taken as an example to introduce the vehicle perception method 200 provided in the present application.
  • FIG. 3 shows a schematic flowchart of a method 300 for vehicle perception according to an embodiment of the present application.
  • the method 300 in FIG. 3 includes steps S310 to S380, and these steps are described below.
  • step S310 the vehicle #1 obtains the road environment information #1 (ie, an example of the road environment information in the method 200).
  • road environment information #1 includes road change information and time-space information corresponding to the road change information.
  • the road change information includes one or more of the following information: obstacle information and road dynamic change information.
  • the road change information further includes vehicle pose change information.
  • Step S320 the network device obtains road change information #1.
  • road environment information #1 includes road change information and time-space information corresponding to the road change information.
  • the road change information includes one or more of the following information: obstacle information and road dynamic change information.
  • step S310 may be executed first, and then step S320 may be executed.
  • step S320 may be performed first, and then step S310 is performed.
  • the method 300 may not include step S320. In this case, after step S310 is executed, step S330 is executed.
  • Step S330 Vehicle #1 sends road environment information #1 to the network device.
  • step S340 the network device obtains map #1 (ie, an example of the first map in the method 200).
  • the spatio-temporal information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information.
  • the spatio-temporal information corresponding to the road change information can be understood as the time corresponding to when the information on the road changes, or the area corresponding to the change information when the information on the road changes.
  • the time-space information corresponding to the road change information is time T.
  • the corresponding time when the information on the road changes is time T.
  • an abnormal obstacle appears in area 1 of road A.
  • the spatio-temporal information corresponding to the road change information is area 1.
  • the area corresponding to the change information is area 1.
  • the method for the network device to obtain the map #1 is the same as the method of step S220, and for the sake of brevity, details are not repeated here.
  • step S340 continue to execute step S350 to step S380.
  • the network device does not acquire map #1. In this case, after step S340, step S350 to step S380 are not executed.
  • step S350 the network device sends the map #1 to the vehicle #1.
  • the network device sends the map #1 to the vehicle #1 at a certain time and/or within a certain area.
  • step S360 the network device sends the map #1 to the vehicle #2.
  • the network device sends the map #1 to the vehicle #2 at a certain time and/or within a certain time.
  • step S361 and step S362 are not specifically limited.
  • a certain time and/or a certain area is related to a specific application scenario.
  • the range of the area can be set to 200 meters.
  • the specific time can be 7:00-9:00.
  • a certain time and/or a certain area may also be a predefined value.
  • the area can be predefined as 400 meters.
  • the pre-defined time can be 6:00-8:00, or 18:00-19:30.
  • step S361 can be performed first, and then step S362 is performed.
  • step S362 can be performed first, and then step S361 is performed.
  • step S370 the vehicle #2 (ie, an example of the first vehicle in the method 200) determines the obstacle information according to the perception ability of the vehicle #2 and the map #1.
  • the obstacle information may be a stationary object, for example, a stone in a road.
  • the obstacle information may also be a moving object, for example, a vehicle traveling on a road.
  • the vehicle #2 determines that the obstacle is a moving pedestrian based on the perception ability of the vehicle #2 and the map #1.
  • the vehicle #2 determines that the obstacle is a stationary vehicle based on the perception ability of the vehicle #2 and the map #1.
  • step S380 the vehicle #2 determines a regulatory action based on the obstacle information.
  • vehicle #2 is traveling at a low speed based on obstacle information.
  • vehicle #2 performs emergency braking based on the obstacle information.
  • the network device updates the current map according to obstacle information that appears in a specific time and/or a specific area, which can improve the efficiency of updating the map and reduce the update delay.
  • the vehicle perceives the surrounding environment according to the received updated current map, which can improve the vehicle’s perception ability in different application scenarios.
  • an application scenario including obstacle information, current vehicle, target vehicle, network device, and map server is taken as an example to introduce the vehicle perception method 200 provided in the present application.
  • FIG. 4 shows a schematic flowchart of a method 400 for vehicle perception according to an embodiment of the present application.
  • the method 400 includes steps S410 to S480, and these steps are described below.
  • step S410 the vehicle #1 obtains the road environment information #1 (ie, an example of the road environment information in the method 200).
  • road environment information #1 includes road change information and time-space information corresponding to the road change information.
  • the road change information includes one or more of the following information: obstacle information and road dynamic change information.
  • the road change information further includes vehicle pose change information.
  • Step S420 The network device obtains road change information #1.
  • road change information #1 includes one or more of the following information: obstacle information and road dynamic change information.
  • step S410 and step S420 is not specifically limited.
  • step S410 may be executed first, and then step S420 may be executed.
  • step S420 may be executed first, and then step S410 may be executed.
  • step S420 may not be included.
  • step S430 is executed.
  • Step S430 Vehicle #1 sends road environment information #1 to the network device.
  • step S440 the network device obtains map #1 (ie, an example of the first map in the method 200).
  • the spatio-temporal information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information.
  • the spatio-temporal information corresponding to the road change information can be understood as the time corresponding to when the information on the road changes, or the area corresponding to the change information when the information on the road changes.
  • the time-space information corresponding to the road change information is time T.
  • the corresponding time when the information on the road changes is time T.
  • an abnormal obstacle appears in area 1 of road A.
  • the spatio-temporal information corresponding to the road change information is area 1.
  • the area corresponding to the change information is area 1.
  • the method for the network device to obtain the map #1 is the same as the method of step S220, and for the sake of brevity, details are not repeated here.
  • step S440 continue to execute step S450 to step S480.
  • the network device does not acquire map #1. In this case, after step S440, step S490 to step S494, step S470, and step S480 are executed.
  • step S450 the network device sends the map #1 to the vehicle #1.
  • Step S460 the network device sends the map #1 to the vehicle #2.
  • step S470 the vehicle #2 (ie, an example of the first vehicle in the method 200) determines the obstacle information according to the perception ability of the vehicle #2 and the map #1.
  • the obstacle information may be a stationary object, for example, a stone in a road.
  • the obstacle information may also be a moving object, for example, a vehicle traveling on a road.
  • the vehicle #2 determines that the obstacle is a moving pedestrian based on the perception ability of the vehicle #2 and the map #1.
  • the vehicle #2 determines that the obstacle is a stationary vehicle based on the perception ability of the vehicle #2 and the map #1.
  • step S480 the vehicle #2 determines a regulatory action based on the obstacle information.
  • vehicle #2 is traveling at a low speed based on obstacle information.
  • vehicle #2 performs emergency braking based on the obstacle information.
  • Step S490 The network device sends road environment information #1 to the map server.
  • Step S491 The map server updates the current map according to road environment information #1.
  • step S491 is the same as the method of step S220, and for the sake of brevity, details are not repeated here.
  • Step S492 The map server sends map #1 to the network device.
  • the map server sends map #1 to the network device at a certain time and/or within a certain area.
  • step S493 the map server sends the map #1 to the vehicle #1.
  • the map server sends the map #1 to the vehicle #1 at a certain time and/or within a certain area.
  • step S494 the map server sends the map #1 to the vehicle #2.
  • the map server sends the map #1 to the vehicle #2 at a certain time and/or within a certain area.
  • the map server updates the current map according to obstacle information that appears in a specific time and/or a specific area, which can improve the efficiency of updating the map and reduce the update delay.
  • the vehicle perceives the surrounding environment according to the received updated current map, which can improve the vehicle’s perception ability in different application scenarios.
  • FIG. 5 and FIG. 6 are only illustrations, and do not constitute any limitation to the present application. Similarly, the scenarios shown in FIG. 5 and FIG. 6 are also applicable to the vehicle perception method 400 provided in this application.
  • the vehicle sensing method 300 provided in the present application is introduced with the target to be sensed being occluded as a scene.
  • Fig. 5 shows a schematic diagram of an application scenario of a method for vehicle perception provided by an embodiment of the present application.
  • the application scenario includes: network equipment, vehicle V1, vehicle V2, target, vehicle V4, and vehicle V5.
  • the target can be a pedestrian, a vehicle, an object that suddenly appears, or a scene with an abnormal road.
  • the abnormal road scene may be caused by abnormal weather, for example, the abnormal weather may be heavy fog, heavy haze, heavy rain, road icing, and so on.
  • the vehicle V1 In the current road environment, when the target stops moving or is blocked by the vehicle V2, the vehicle V1 cannot perceive the target according to the sensors installed on the vehicle V1.
  • the vehicle V2 can send the target information to the network device.
  • the network device updates the map corresponding to the current road according to the target information, and sends the updated map to the vehicle V1.
  • the vehicle V1 can learn the information of the target based on the updated map information and its own perception ability, so that it can make better planning and decision-making and ensure driving safety.
  • the change of the target on the road can also be sensed through the network device.
  • the information about the target on the updated map may be deleted.
  • the information about the target on the updated map may be deleted after a preset period of time.
  • the vehicle sensing method provided in the embodiments of the present application can improve the vehicle's ability to perceive an obscured target, thereby ensuring the safety of driving.
  • the vehicle sensing method 300 provided in the present application is introduced.
  • Fig. 6 is a schematic diagram of an application scenario of a method for vehicle perception provided by an embodiment of the present application.
  • the application scenario includes: network equipment, vehicle V1, vehicle V2, vehicle V3, and target.
  • the target can be a pedestrian, a vehicle, an object that suddenly appears, or a scene with an abnormal road.
  • the abnormal road scene may be caused by abnormal weather, for example, the abnormal weather may be heavy fog, heavy haze, heavy rain, road icing, and so on.
  • the vehicle V1 cannot perceive the target according to the sensors installed on the vehicle V1.
  • the vehicle V2 in the case that the vehicle V2 detects the target, and the time and/or the appearing area of the target on the current road meet the preset conditions.
  • the vehicle V2 can send the target information to the network device.
  • the network device updates the map of the current road according to the target information and the time-space information corresponding to the target information, and sends the updated map to the vehicle V1.
  • the vehicle V1 can learn the information of the target based on the updated map and its own perception ability, so that it can make better planning and decision-making and ensure driving safety.
  • a network device may also be used to perceive a target on the road.
  • the information about the target on the updated map may be deleted.
  • the information about obstacles on the updated map may be deleted after a preset period of time.
  • the vehicle perception method provided in the embodiments of the present application can expand the scope of vehicle perception, further improve the ability of vehicle perception, and thereby ensure the safety of driving.
  • the vehicle perception method provided by the present application is described in detail above with reference to FIGS. 2 to 6.
  • the device and equipment for vehicle perception will be described in detail below with reference to FIGS. 7 to 10.
  • FIG. 7 shows a schematic structural diagram of a vehicle sensing device 700 provided by an embodiment of the present application.
  • the vehicle sensing device 700 includes: a transceiver unit 710 and a processing unit 720. Wherein, the transceiver unit 710 and the processing unit 720 communicate with each other through an internal connection path, and transfer control and/or data signals.
  • the transceiver unit 710 is configured to obtain road environment information, the road environment information including road change information and time-space information corresponding to the road change information, and the road change information includes one or more of the following information: obstacle information, road dynamic changes Information, the spatio-temporal information includes one or more of the following information: the time corresponding to the road change information, and the area corresponding to the road change information;
  • the processing unit 720 is configured to obtain a first map, which is a map obtained after the current map is updated based on the road environment information;
  • the transceiver unit is also used to send the first map to the first vehicle.
  • the processing unit 720 is further configured to:
  • the network device obtains the first map according to the road environment information; or,
  • the network device receives the first map sent from the map server.
  • the processing unit 720 is further configured to:
  • the network device does not obtain the first map.
  • the preset condition includes a preset time and/or a preset area.
  • the road change information further includes vehicle pose change information.
  • FIG. 8 shows a schematic structural diagram of a vehicle sensing device 800 provided by an embodiment of the present application.
  • the vehicle sensing device 800 includes: a transceiver unit 810 and a processing unit 820. Wherein, the transceiver unit 810 and the processing unit 820 communicate with each other through an internal connection path, and transfer control and/or data signals.
  • the transceiver unit 810 is configured to receive a first map sent from a network device.
  • the first map is a map obtained after the current map is updated based on road environment information.
  • the road environment information includes road change information and time-space information corresponding to the road change information.
  • the road change information includes one or more of the following information: obstacle information, road dynamic change information, and the spatiotemporal information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information;
  • the processing unit 820 is configured to determine the regulatory action of the first vehicle according to the first map.
  • the road change information further includes vehicle pose change information.
  • FIG. 9 shows a schematic structural diagram of a vehicle sensing device 900 provided by an embodiment of the present application.
  • the vehicle sensing device 900 includes: a transceiver 910, a processor 920, and a memory 930. Among them, the transceiver 910, the processor 920 and the memory 930 communicate with each other through internal connection paths to transfer control and/or data signals.
  • the memory 930 is used to store computer programs, and the processor 910 is used to call from the memory 930. And run the computer program to control the transceiver 920 to send and receive signals.
  • the transceiver 910 is used to obtain road environment information.
  • the road environment information includes road change information and time-space information corresponding to the road change information.
  • the road change information includes one or more of the following information: obstacle information, road dynamic changes Information, the spatio-temporal information includes one or more of the following information: the time corresponding to the road change information, and the area corresponding to the road change information;
  • the processor 920 is configured to obtain a first map, where the first map is a map obtained after the current map is updated based on the road environment information;
  • the transceiver 910 is also used to send the first map to the first vehicle.
  • the processor 920 is further configured to:
  • the network device obtains the first map according to the road environment information; or,
  • the network device receives the first map sent from the map server.
  • the processor 920 is further configured to:
  • the network device does not obtain the first map.
  • the preset condition includes a preset time and/or a preset area.
  • the road change information further includes vehicle pose change information.
  • FIG. 10 shows a schematic structural diagram of a vehicle sensing device 1000 provided by an embodiment of the present application.
  • the vehicle sensing device 1000 includes: a transceiver 1010, a processor 1020, and a memory 1030. Among them, the transceiver 1010, the processor 1020, and the memory 1030 communicate with each other through internal connection paths to transfer control and/or data signals.
  • the memory 1030 is used to store computer programs, and the processor 1010 is used to call from the memory 1030. And run the computer program to control the transceiver 1020 to send and receive signals.
  • the transceiver 1010 is configured to receive a first map sent from a network device.
  • the first map is a map obtained after the current map is updated based on road environment information.
  • the road environment information includes road change information and time-space information corresponding to the road change information.
  • the road change information includes one or more of the following information: obstacle information, road dynamic change information, and the spatiotemporal information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information;
  • the processor 1020 is configured to determine the regulatory action of the first vehicle according to the first map.
  • the road change information further includes vehicle pose change information.
  • the disclosed system, device, and method can be implemented in other ways.
  • the device embodiments described above are merely illustrative, for example, the division of the units is only a logical function division, and there may be other divisions in actual implementation, for example, multiple units or components may be combined or It can be integrated into another system, or some features can be ignored or not implemented.
  • the displayed or discussed mutual coupling or direct coupling or communication connection may be indirect coupling or communication connection through some interfaces, devices or units, and may be in electrical, mechanical or other forms.
  • the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or they may be distributed on multiple network units. Some or all of the units may be selected according to actual needs to achieve the objectives of the solutions of the embodiments.
  • the functional units in the various embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units may be integrated into one unit.
  • the function is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer readable storage medium.
  • the technical solution of the present application essentially or the part that contributes to the existing technology or the part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including Several instructions are used to make a computer device (which may be a personal computer, a server, or a network device, etc.) execute all or part of the steps of the methods described in the various embodiments of the present application.
  • the aforementioned storage media include: U disk, mobile hard disk, read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory, RAM), magnetic disk or optical disk and other media that can store program code .

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Abstract

A vehicle sensing method, apparatus and system, which can be applied to the Internet of Vehicles, such as V2X and V2V, or can be used in the fields of intelligent driving, intelligent networked vehicles, etc. The vehicle sensing method comprises: a network device acquiring road environment information, the road environment information comprising road change information and time-space information corresponding to the road change information, the road change information comprising one or more of the following information: obstacle information and dynamic road change information, the time-space information comprising one or more of the following: a time corresponding to the road change information, and a region corresponding to the road change information; the network device acquiring a first map, the first map being a map obtained by updating the road environment information of the current map; and the network device transmitting the first map to a first vehicle. The vehicle sensing method is able to effectively improve the vehicle's ability to sense the surrounding environment.

Description

车辆感知的方法、装置和系统Method, device and system for vehicle perception 技术领域Technical field
本申请涉及车辆技术领域,并且更具体地,涉及一种车辆感知的方法、装置和系统。This application relates to the field of vehicle technology, and more specifically, to a method, device, and system for vehicle perception.
背景技术Background technique
车与任何事物通信(vehicle to everything,V2X),是未来智能交通运输系统的关键技术。V2X主要包括车与车(vehicle to vehicle,V2V)通信,车与基础设施(vehicle to infrastructure,V2I)通信,车与人(vehicle to people,V2P)通信,V2N车与云(vehicle to network,V2N)通信。V2X技术就是车辆通过车载传感器、无线通信技术与车辆周围的车、人、物进行感知、通讯,并根据获取的信息进行分析、决策的一项技术。Vehicle to everything (V2X) is the key technology of the future intelligent transportation system. V2X mainly includes vehicle-to-vehicle (V2V) communication, vehicle-to-infrastructure (V2I) communication, vehicle-to-people (V2P) communication, V2N vehicle to cloud (vehicle to network, V2N) ) Communication. V2X technology is a technology in which the vehicle perceives and communicates with the vehicles, people, and objects around the vehicle through on-board sensors and wireless communication technology, and analyzes and makes decisions based on the acquired information.
在现有的车辆感知技术中,通常采用高精度地图,辅助车辆传感器对车辆周围环境进行感知,从而提高车辆感知周围环境的能力。此外,现有技术中还可以将车辆检测的结果上传至网络设备。网络设备可以根据该检测结果对当前地图进行更新。但高精度地图记录的数据往往都是静态或半动态的道路结构化数据,基于上述方案对车辆周围的环境进行感知时,难以准确识别和感知动态变化的场景。另一方面,采用众包方案对地图进行更新时,需要有一定数量的车辆遇到对应的路况信息后才对当前地图进行更新,更新时间上也存在较大延时。In the existing vehicle perception technology, high-precision maps are usually used to assist vehicle sensors to perceive the surrounding environment of the vehicle, thereby improving the ability of the vehicle to perceive the surrounding environment. In addition, in the prior art, the result of vehicle detection can also be uploaded to a network device. The network device can update the current map according to the detection result. However, the data recorded by high-precision maps are often static or semi-dynamic road structured data. When perceiving the environment around the vehicle based on the above solution, it is difficult to accurately identify and perceive dynamic scenes. On the other hand, when a crowdsourcing scheme is used to update the map, a certain number of vehicles need to update the current map after encountering the corresponding road condition information, and there is also a large delay in the update time.
发明内容Summary of the invention
本申请提供一种车辆感知的方法、装置和系统,以提高车辆感知周围环境的能力。The present application provides a method, device and system for vehicle perception to improve the ability of the vehicle to perceive the surrounding environment.
第一方面,提供了一种车辆感知的方法,该方法包括:In the first aspect, a method for vehicle perception is provided, and the method includes:
网络设备获取道路环境信息,该道路环境信息包括道路变化信息和该道路变化信息对应的时空信息,该道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息,该时空信息包括以下一种或多种:道路变化信息对应的时间、道路变化信息对应的区域;The network device obtains road environment information, the road environment information includes road change information and time-space information corresponding to the road change information, and the road change information includes one or more of the following information: obstacle information, road dynamic change information, and time-space information. The information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information;
该网络设备获取第一地图,该第一地图为当前地图基于该道路环境信息更新后获得的地图;The network device obtains a first map, where the first map is a map obtained after the current map is updated based on the road environment information;
可选的,在一些实施例中,该当前地图为高精度地图。一方面,高精度地图可以是指高精度、精细化定义的地图,其包括传统地图的道路网数据、车道网络数据、车道线以和交通标志等数据。另一方面,高精度地图也称为高分辨率地图(high definition map,HD Map),是一种专门为无人驾驶服务的地图。与传统导航地图不同的是,高精度地图除了能提供的道路级别的导航信息外,还能够提供车道级别的导航信息。无论是在信息的丰富度还是信息的精度方面,都远远高于传统导航地图。Optionally, in some embodiments, the current map is a high-precision map. On the one hand, a high-precision map may refer to a high-precision and finely defined map, which includes data such as road network data, lane network data, lane lines, and traffic signs of traditional maps. On the other hand, a high-resolution map is also called a high definition map (HD Map), which is a map dedicated to unmanned driving. Unlike traditional navigation maps, high-precision maps can provide lane-level navigation information in addition to road-level navigation information. Both the richness of information and the accuracy of information are far higher than traditional navigation maps.
该网络设备向第一车辆发送该第一地图。The network device sends the first map to the first vehicle.
基于上述方案,本申请提供的车辆感知的方法,网络设备可以根据车辆所在道路的道路变化信息和道路变化信息对应的时空信息对当前地图进行更新,获得第一地图,从而可 以提高更新地图的效率、减小更新延时。此外,车辆根据该第一地图对周围环境进行感知,可以提高该车辆在不同应用场景中的感知能力。Based on the above solution, in the vehicle perception method provided in this application, the network device can update the current map according to the road change information of the road where the vehicle is located and the time-space information corresponding to the road change information, and obtain the first map, thereby improving the efficiency of updating the map. , Reduce the update delay. In addition, the vehicle can perceive the surrounding environment according to the first map, which can improve the vehicle’s perception ability in different application scenarios.
结合第一方面,在第一方面的某些实现方式中,该网络设备获取第一地图,包括:With reference to the first aspect, in some implementation manners of the first aspect, the network device acquiring the first map includes:
在该时空信息满足预设条件的情况下,该网络设备根据该道路环境信息,获取该第一地图;或者,In the case that the space-time information meets preset conditions, the network device obtains the first map according to the road environment information; or,
在该时空信息不满足预设条件的情况下,该网络设备接收来自地图服务器发送的该第一地图。In the case that the spatiotemporal information does not meet the preset condition, the network device receives the first map sent from the map server.
结合第一方面,在第一方面的某些实现方式中,该方法还包括:With reference to the first aspect, in some implementation manners of the first aspect, the method further includes:
在该时空信息不满足预设条件的情况下,该网络设备不获取该第一地图。In the case that the space-time information does not meet the preset condition, the network device does not obtain the first map.
结合第一方面,在第一方面的某些实现方式中,该预设条件包括预设时间和/或预设区域。With reference to the first aspect, in some implementation manners of the first aspect, the preset condition includes a preset time and/or a preset area.
结合第一方面,在第一方面的某些实现方式中,该道路变化信息还包括车辆位姿变化信息。With reference to the first aspect, in some implementations of the first aspect, the road change information further includes vehicle pose change information.
第二方面,提供了一种车辆感知的方法,该方法包括:In a second aspect, a method for vehicle perception is provided, the method including:
第一车辆接收来自网络设备发送的第一地图,该第一地图为当前地图基于道路环境信息更新后获得的地图,该道路环境信息包括道路变化信息和该道路变化信息对应的时空信息,该道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息,该时空信息包括以下一种或多种:道路变化信息对应的时间、道路变化信息对应的区域;The first vehicle receives a first map sent from a network device. The first map is a map obtained after the current map is updated based on road environment information. The road environment information includes road change information and time-space information corresponding to the road change information. The change information includes one or more of the following information: obstacle information, road dynamic change information, and the spatiotemporal information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information;
该第一车辆根据该第一地图,确定该第一车辆的规控动作。The first vehicle determines the regulatory action of the first vehicle according to the first map.
可选的,在一些实施例中,该当前地图为高精度地图。一方面,高精度地图可以是指高精度、精细化定义的地图,其包括传统地图的道路网数据、车道网络数据、车道线以和交通标志等数据。另一方面,高精度地图也称为高分辨率地图(high definition map,HD Map),是一种专门为无人驾驶服务的地图。与传统导航地图不同的是,高精度地图除了能提供的道路级别的导航信息外,还能够提供车道级别的导航信息。无论是在信息的丰富度还是信息的精度方面,都远远高于传统导航地图。Optionally, in some embodiments, the current map is a high-precision map. On the one hand, a high-precision map may refer to a high-precision and finely defined map, which includes data such as road network data, lane network data, lane lines, and traffic signs of traditional maps. On the other hand, a high-resolution map is also called a high definition map (HD Map), which is a map dedicated to unmanned driving. Unlike traditional navigation maps, high-precision maps can provide lane-level navigation information in addition to road-level navigation information. Both the richness of information and the accuracy of information are far higher than traditional navigation maps.
基于上述方案,本申请提供的车辆感知的方法,网络设备可以根据车辆所在道路的道路变化信息和道路变化信息对应的时空信息对当前地图进行更新,获得第一地图,从而可以提高更新地图的效率、减小更新延时。此外,车辆根据该第一地图对周围环境进行感知,可以提高该车辆在不同应用场景中的感知能力。Based on the above solution, in the vehicle perception method provided in this application, the network device can update the current map according to the road change information of the road where the vehicle is located and the time-space information corresponding to the road change information, and obtain the first map, thereby improving the efficiency of updating the map. , Reduce the update delay. In addition, the vehicle can perceive the surrounding environment according to the first map, which can improve the vehicle’s perception ability in different application scenarios.
结合第二方面,在第二方面的某些实现方式中,该道路变化信息还包括车辆位姿变化信息。With reference to the second aspect, in some implementations of the second aspect, the road change information further includes vehicle pose change information.
第三方面,提供了一种车辆感知的装置,该装置包括:In a third aspect, a vehicle sensing device is provided, and the device includes:
收发单元,用于获取道路环境信息,该道路环境信息包括道路变化信息和该道路变化信息对应的时空信息,该道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息,该时空信息包括以下信息的一种或多种:道路变化信息对应的时间、道路变化信息对应的区域;The transceiver unit is used to obtain road environment information. The road environment information includes road change information and time-space information corresponding to the road change information. The road change information includes one or more of the following information: obstacle information, road dynamic change information , The spatio-temporal information includes one or more of the following information: the time corresponding to the road change information, and the area corresponding to the road change information;
处理单元,用于获取第一地图,该第一地图为当前地图基于该道路环境信息更新后获得的地图;A processing unit, configured to obtain a first map, which is a map obtained after the current map is updated based on the road environment information;
该收发单元,还用于向第一车辆发送该第一地图;The transceiver unit is also used to send the first map to the first vehicle;
可选的,在一些实施例中,该当前地图为高精度地图。一方面,高精度地图可以是指高精度、精细化定义的地图,其包括传统地图的道路网数据、车道网络数据、车道线以和交通标志等数据。另一方面,高精度地图也称为高分辨率地图(high definition map,HD Map),是一种专门为无人驾驶服务的地图。与传统导航地图不同的是,高精度地图除了能提供的道路级别的导航信息外,还能够提供车道级别的导航信息。无论是在信息的丰富度还是信息的精度方面,都远远高于传统导航地图。Optionally, in some embodiments, the current map is a high-precision map. On the one hand, a high-precision map may refer to a high-precision and finely defined map, which includes data such as road network data, lane network data, lane lines, and traffic signs of traditional maps. On the other hand, a high-resolution map is also called a high definition map (HD Map), which is a map dedicated to unmanned driving. Unlike traditional navigation maps, high-precision maps can provide lane-level navigation information in addition to road-level navigation information. Both the richness of information and the accuracy of information are far higher than traditional navigation maps.
结合第三方面,在第三方面的某些实现方式中,该处理单元还用于:With reference to the third aspect, in some implementation manners of the third aspect, the processing unit is further used for:
在该时空信息满足预设条件的情况下,该网络设备根据该道路环境信息,获取该第一地图;或者,In the case that the space-time information meets preset conditions, the network device obtains the first map according to the road environment information; or,
在该时空信息不满足预设条件的情况下,该网络设备接收来自地图服务器发送的该第一地图。In the case that the spatiotemporal information does not meet the preset condition, the network device receives the first map sent from the map server.
结合第三方面,在第三方面的某些实现方式中,该处理单元还用于:With reference to the third aspect, in some implementation manners of the third aspect, the processing unit is further used for:
在该时空信息不满足预设条件的情况下,该网络设备不获取该第一地图。In the case that the space-time information does not meet the preset condition, the network device does not obtain the first map.
结合第三方面,在第三方面的某些实现方式中,该预设条件包括预设时间和/或预设区域。With reference to the third aspect, in some implementation manners of the third aspect, the preset condition includes a preset time and/or a preset area.
结合第三方面,在第三方面的某些实现方式中,该道路变化信息还包括车辆位姿变化信息。With reference to the third aspect, in some implementation manners of the third aspect, the road change information further includes vehicle pose change information.
第四方面,提供了一种车辆感知的装置,该装置包括:In a fourth aspect, a vehicle sensing device is provided, which includes:
收发单元,用于接收来自网络设备发送的第一地图,该第一地图为当前地图基于道路环境信息更新后获得的地图,该道路环境信息包括道路变化信息和该道路变化信息对应的时空信息,该道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息,该时空信息包括以下一种或多种:道路变化信息对应的时间、道路变化信息对应的区域;The transceiver unit is configured to receive a first map sent from a network device. The first map is a map obtained after the current map is updated based on road environment information. The road environment information includes road change information and time-space information corresponding to the road change information, The road change information includes one or more of the following information: obstacle information, road dynamic change information, and the spatiotemporal information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information;
处理单元,用于根据该第一地图,确定该第一车辆的规控动作;A processing unit, configured to determine the regulatory action of the first vehicle according to the first map;
可选的,在一些实施例中,该当前地图为高精度地图。一方面,高精度地图可以是指高精度、精细化定义的地图,其包括传统地图的道路网数据、车道网络数据、车道线以和交通标志等数据。另一方面,高精度地图也称为高分辨率地图(high definition map,HD Map),是一种专门为无人驾驶服务的地图。与传统导航地图不同的是,高精度地图除了能提供的道路级别的导航信息外,还能够提供车道级别的导航信息。无论是在信息的丰富度还是信息的精度方面,都远远高于传统导航地图。Optionally, in some embodiments, the current map is a high-precision map. On the one hand, a high-precision map may refer to a high-precision and finely defined map, which includes data such as road network data, lane network data, lane lines, and traffic signs of traditional maps. On the other hand, a high-resolution map is also called a high definition map (HD Map), which is a map dedicated to unmanned driving. Unlike traditional navigation maps, high-precision maps can provide lane-level navigation information in addition to road-level navigation information. Both the richness of information and the accuracy of information are far higher than traditional navigation maps.
结合第四方面,在第四方面的某些实现方式中,该道路变化信息还包括车辆位姿变化信息。With reference to the fourth aspect, in some implementation manners of the fourth aspect, the road change information further includes vehicle pose change information.
第五方面,提供了一种网络设备,该设备包括存储器和处理器,In a fifth aspect, a network device is provided, and the device includes a memory and a processor,
该存储器用于存储指令,该处理器用于读取该存储器中存储的指令,使得该装置执行上述第一方面及第一方面的任意可能的实现方式中的方法。The memory is used to store instructions, and the processor is used to read instructions stored in the memory, so that the device executes the foregoing first aspect and the method in any possible implementation manner of the first aspect.
第六方面,提供了一种网络设备,该设备包括存储器和处理器,该存储器用于存储指令,该处理器用于读取该存储器中存储的指令,使得该装置执行上述第二方面及第二方面的任意可能的实现方式中的方法。In a sixth aspect, a network device is provided. The device includes a memory and a processor, the memory is used to store instructions, and the processor is used to read the instructions stored in the memory so that the device executes the second aspect and the second The method in any possible implementation of the aspect.
可选地,所述处理器为一个或多个,所述存储器为一个或多个。Optionally, there are one or more processors, and one or more memories.
可选地,所述存储器与所述处理器集成在一起,或者所述存储器与处理器分离设置。Optionally, the memory and the processor are integrated together, or the memory and the processor are provided separately.
在具体实现过程中,存储器可以为非瞬时性(non-transitory)存储器,例如只读存储器(read only memory,ROM),其可以与处理器集成在同一块芯片上,也可以分别设置在不同的芯片上,本申请实施例对存储器的类型以及存储器与处理器的设置方式不做限定。In the specific implementation process, the memory can be a non-transitory (non-transitory) memory, such as a read only memory (ROM), which can be integrated with the processor on the same chip, or can be set in different On the chip, the embodiment of the present application does not limit the type of the memory and the setting mode of the memory and the processor.
第七方面,提供了一种计算机可读存储介质,用于存储计算机程序,该计算机程序包括用于执行上述第一方面和/或第二方面及上述第一方面和/或第二方面的任意可能的实现方式中的方法的指令。In a seventh aspect, a computer-readable storage medium is provided for storing a computer program. The computer program includes any of the first and/or second aspects and the first and/or second aspects described above. The instructions for the methods in the possible implementations.
第八方面,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第一方面和/或第二方面及上述第一方面和/或第二方面的任意可能的实现方式中的方法。In an eighth aspect, a computer program product containing instructions is provided, which, when run on a computer, enables the computer to execute the first aspect and/or the second aspect and any of the foregoing first and/or second aspects. The method in the implementation.
第九方面,提供了一种芯片,包括至少一个处理器和接口;所述至少一个所述处理器,用于调用并运行计算机程序,以使所述芯片执行上述第一方面和/或第二方面及上述第一方面和/或第二方面的任意可能的实现方式中的方法。In a ninth aspect, a chip is provided, including at least one processor and an interface; the at least one processor is configured to call and run a computer program, so that the chip executes the first aspect and/or the second aspect. Aspects and methods in any possible implementation of the above-mentioned first aspect and/or second aspect.
第十方面,提供了一种系统,包括前述的网络设备、地图服务器、第一车辆。In a tenth aspect, a system is provided, which includes the aforementioned network device, a map server, and a first vehicle.
附图说明Description of the drawings
图1是本申请实施例提供的技术方案的应用场景100的示意图。FIG. 1 is a schematic diagram of an application scenario 100 of a technical solution provided by an embodiment of the present application.
图2是本申请实施例提供的车辆感知的方法200的示意性流程图。FIG. 2 is a schematic flowchart of a vehicle sensing method 200 provided by an embodiment of the present application.
图3是本申请实施例提供的车辆感知的方法300的示意性流程图。FIG. 3 is a schematic flowchart of a method 300 for vehicle perception according to an embodiment of the present application.
图4是本申请实施例提供的车辆感知的方法400的示意性流程图。FIG. 4 is a schematic flowchart of a method 400 for vehicle perception according to an embodiment of the present application.
图5是本申请实施例提供的车辆感知的方法的应用场景示意图。Fig. 5 is a schematic diagram of an application scenario of a method for vehicle perception provided by an embodiment of the present application.
图6是本申请实施例提供的车辆感知的方法的应用场景示意图。Fig. 6 is a schematic diagram of an application scenario of a method for vehicle perception provided by an embodiment of the present application.
图7是本申请实施例提供的车辆感知的装置700的示意性结构图。FIG. 7 is a schematic structural diagram of a vehicle sensing device 700 provided by an embodiment of the present application.
图8是本申请实施例提供的车辆感知的装置800的示意性结构图。FIG. 8 is a schematic structural diagram of a vehicle sensing device 800 provided by an embodiment of the present application.
图9是本申请实施例提供的车辆感知的设备900的示意性结构图。FIG. 9 is a schematic structural diagram of a vehicle sensing device 900 provided by an embodiment of the present application.
图10是本申请实施例提供的车辆感知的设备1000的示意性结构图。FIG. 10 is a schematic structural diagram of a vehicle sensing device 1000 provided by an embodiment of the present application.
具体实施方式Detailed ways
下面将结合附图,对本申请中的技术方案进行描述。The technical solution in this application will be described below in conjunction with the accompanying drawings.
本申请提供的技术方案可以应用于设备到设备(device to device,D2D)场景中,可选地,可以应用于车联网(vehicle to everything,V2X)场景中。示例性的,V2X场景可具体为以下系统中的任一种:车车通信(vehicle to vehicle,V2V)、车人通信(vehicle to pedestrian,V2P)、车-网络(vehicle to network,V2N)业务和车与基础设施通信(vehicle to infrastructure,V2I)等。The technical solution provided in this application can be applied to a device to device (D2D) scenario, and optionally, can be applied to a vehicle to everything (V2X) scenario. Exemplarily, the V2X scenario may specifically be any of the following systems: vehicle-to-vehicle (V2V), vehicle-to-pedestrian (V2P), vehicle-to-network (V2N) business Communication with vehicles and infrastructure (V2I), etc.
示例性的,D2D可以是长期演进(long term evolution,LTE)D2D,新无线(new radio,NR)D2D,还可以是随着技术的发展可能出现的其他通信系统中的D2D。类似地,V2X可以是LTE V2X、NR V2X,还可以是随着技术的发展可能出现的其他通信系统中的V2X。Exemplarily, D2D may be long term evolution (LTE) D2D, new radio (NR) D2D, and may also be D2D in other communication systems that may appear with the development of technology. Similarly, V2X can be LTE V2X, NR V2X, and can also be V2X in other communication systems that may emerge with the development of technology.
本申请实施例中,网络设备可以是任意一种具有无线收发功能的设备。该网络设备包括但不限于:路侧单元(road side unit,RSU)、智能车辆、演进型节点B(evolved Node  B,eNB)、无线网络控制器(radio network controller,RNC)、节点B(Node B,NB)、基站控制器(base station controller,BSC)、基站收发台(base transceiver station,BTS)、家庭基站(例如,home evolved NodeB,或home Node B,HNB)、基带单元(baseband unit,BBU),无线保真(wireless fidelity,WiFi)系统中的接入点(access point,AP)、无线中继节点、无线回传节点、传输点(transmission point,TP)或者发送接收点(transmission and reception point,TRP)等,还可以为5G,如,NR,系统中的gNB,或,传输点(TRP或TP),5G系统中的基站的一个或一组(包括多个天线面板)天线面板,或者,还可以为构成gNB或传输点的网络节点,如基带单元(BBU),或,分布式单元(distributed unit,DU)等。In the embodiment of the present application, the network device may be any device that has a wireless transceiver function. The network equipment includes, but is not limited to: roadside units (RSU), smart vehicles, evolved Node B (evolved Node B, eNB), radio network controller (RNC), Node B (Node B) B, NB), base station controller (BSC), base transceiver station (base transceiver station, BTS), home base station (for example, home evolved NodeB, or home Node B, HNB), baseband unit (baseband unit, BBU), the access point (AP), wireless relay node, wireless backhaul node, transmission point (TP), or transmission and reception point in the wireless fidelity (WiFi) system Reception point, TRP), etc., can also be 5G, such as NR, gNB in the system, or transmission point (TRP or TP), one or a group (including multiple antenna panels) antenna panel of the base station in the 5G system Or, it may also be a network node constituting a gNB or a transmission point, such as a baseband unit (BBU), or a distributed unit (DU).
在一些部署中,gNB可以包括集中式单元(centralized unit,CU)和DU。gNB还可以包括有源天线单元(active antenna unit,AAU)。CU实现gNB的部分功能,DU实现gNB的部分功能,比如,CU负责处理非实时协议和服务,实现无线资源控制(radio resource control,RRC),分组数据汇聚层协议(packet data convergence protocol,PDCP)层的功能。DU负责处理物理层协议和实时服务,实现无线链路控制(radio link control,RLC)层、媒体接入控制(media access control,MAC)层和物理(physical,PHY)层的功能。AAU实现部分物理层处理功能、射频处理及有源天线的相关功能。由于RRC层的信息最终会变成PHY层的信息,或者,由PHY层的信息转变而来,因而,在这种架构下,高层信令,如RRC层信令,也可以认为是由DU发送的,或者,由DU+AAU发送的。可以理解的是,网络设备可以为包括CU节点、DU节点、AAU节点中一项或多项的设备。此外,可以将CU划分为接入网(radio access network,RAN)中的网络设备,也可以将CU划分为核心网(core network,CN)中的网络设备,本申请实施例对此不做限定。In some deployments, the gNB may include a centralized unit (CU) and a DU. The gNB may also include an active antenna unit (AAU). CU implements some functions of gNB, and DU implements some functions of gNB. For example, CU is responsible for processing non-real-time protocols and services, implementing radio resource control (RRC), and packet data convergence protocol (PDCP) The function of the layer. The DU is responsible for processing the physical layer protocol and real-time services, and realizes the functions of the radio link control (RLC) layer, the media access control (MAC) layer, and the physical (PHY) layer. AAU realizes some physical layer processing functions, radio frequency processing and related functions of active antennas. Since the information of the RRC layer will eventually become the information of the PHY layer, or be transformed from the information of the PHY layer, under this architecture, high-level signaling, such as RRC layer signaling, can also be considered to be sent by the DU , Or, sent by DU+AAU. It can be understood that the network device may be a device that includes one or more of a CU node, a DU node, and an AAU node. In addition, the CU can be divided into network equipment in the access network (radio access network, RAN), and the CU can also be divided into network equipment in the core network (core network, CN), which is not limited in the embodiment of this application. .
在本申请实施例中,第一车辆可以是车载设备、具有通信功能的车辆等。本申请实施例对此不做限定。第一车辆还可以是作为一个或多个部件或者单元而内置于车辆的车载模块、车载模组、车载部件、车载芯片或者车载单元,车辆通过内置的所述车载模块、车载模组、车载部件、车载芯片或者车载单元可以实施本申请的方法。In the embodiment of the present application, the first vehicle may be an in-vehicle device, a vehicle with a communication function, or the like. The embodiment of the application does not limit this. The first vehicle may also be an in-vehicle module, an in-vehicle module, an in-vehicle component, an in-vehicle chip, or an in-vehicle unit built into the vehicle as one or more components or units. , On-board chip or on-board unit can implement the method of this application.
本申请实施例中,所有“大于”可以替换为“大于或等于”;所有“小于”可以替换为“小于或等于”。In the embodiments of the present application, all "greater than" can be replaced with "greater than or equal to"; all "less than" can be replaced with "less than or equal to".
图1示出了本申请实施例提供的技术方案的应用场景100的示意图。FIG. 1 shows a schematic diagram of an application scenario 100 of the technical solution provided by an embodiment of the present application.
如图1所示,该应用场景100中可以至少包括一个网络设备111、一个终端设备112和另一个终端设备113。As shown in FIG. 1, the application scenario 100 may include at least one network device 111, one terminal device 112, and another terminal device 113.
在图1中,网络设备111可以与终端设备112、终端设备113进行通信,终端设备112与终端设备113也可以相互通信。例如,网络设备111、终端设备112、终端设备113之间通信时可以使用蜂窝链路的频谱。或者,也可以使用5.9GHz附近的智能交通频谱进行通信。此外,各设备相互通信的技术可以基于LTE协议进行增强,也可以基于D2D技术进行增强。In FIG. 1, the network device 111 can communicate with the terminal device 112 and the terminal device 113, and the terminal device 112 and the terminal device 113 can also communicate with each other. For example, the network device 111, the terminal device 112, and the terminal device 113 may use the spectrum of the cellular link when communicating. Alternatively, the intelligent transportation spectrum near 5.9 GHz can also be used for communication. In addition, the technology for each device to communicate with each other can be enhanced based on the LTE protocol, or it can be enhanced based on the D2D technology.
应理解,图1中仅为了便于理解,示意性示出了网络设备111、终端设备112和终端设备113,但这不应对本申请构成任何限定。例如,在不同应用场景下,可以包含更多数量的网络设备,也可以包含更多数量的终端设备,本申请对此不做限定。It should be understood that FIG. 1 is only for ease of understanding, and schematically shows a network device 111, a terminal device 112, and a terminal device 113, but this should not constitute any limitation to the present application. For example, in different application scenarios, a larger number of network devices may be included, or a larger number of terminal devices may be included, which is not limited in this application.
作为本申请实施例的另一个应用场景,在图1的应用场景中还可以包括一个或多个地 图服务器。地图服务器可以与网络设备111、终端设备112、终端设备113中的任一设备进行通信。地图服务器可以为与其通信的设备提供当前道路的动态信息等。As another application scenario of the embodiment of the present application, the application scenario in FIG. 1 may also include one or more map servers. The map server can communicate with any one of the network device 111, the terminal device 112, and the terminal device 113. The map server can provide dynamic information of the current road for the devices communicating with it.
在现有的车辆感知技术中,通常采用高精度地图,辅助车辆传感器对车辆周围的环境进行感知,从而提高车辆感知周围环境的能力。此外,现有技术中还可以将车辆检测的结果上传至网络设备。网络设备可以根据该检测结果对当前地图进行更新。In the existing vehicle perception technology, high-precision maps are usually used to assist vehicle sensors to perceive the surrounding environment of the vehicle, thereby improving the ability of the vehicle to perceive the surrounding environment. In addition, in the prior art, the result of vehicle detection can also be uploaded to a network device. The network device can update the current map according to the detection result.
由于高精度地图记录的数据一般都是静态或半动态的道路结构化数据,基于上述方案对车辆周围的环境进行感知时,难以准确识别和感知动态变化的场景。另一方面,采用众包方案对地图进行更新时,需要有一定数量的车辆遇到对应的路况信息后才对当前地图进行更新,更新时间上也存在较大延时。Since the data recorded by the high-precision map is generally static or semi-dynamic road structured data, it is difficult to accurately identify and perceive dynamic scenes when perceiving the environment around the vehicle based on the above solution. On the other hand, when a crowdsourcing scheme is used to update the map, a certain number of vehicles need to update the current map after encountering the corresponding road condition information, and there is also a large delay in the update time.
为了解决上述问题,本申请提出了一种车辆感知的方法,该方法能够提高车辆感知周围环境的能力。下面,结合附图2至图6详细介绍本申请实施例提供的车辆感知的方法。In order to solve the above-mentioned problems, this application proposes a method of vehicle perception, which can improve the ability of the vehicle to perceive the surrounding environment. Hereinafter, the vehicle sensing method provided by the embodiments of the present application will be described in detail with reference to FIGS. 2 to 6.
图2示出了本申请提供的车辆感知的方法200的示意性流程图。图2的方法200包括步骤S210至步骤S230,下面对这些步骤进行详细说明。FIG. 2 shows a schematic flowchart of a method 200 for vehicle perception provided by the present application. The method 200 in FIG. 2 includes steps S210 to S230, and these steps are described in detail below.
S210,网络设备获取道路环境信息。S210: The network device obtains road environment information.
在一种可实现的方式中,网络设备获取道路环境信息,可以理解为,网络设备感知到道路环境信息后,并获取道路环境信息。In an achievable manner, the network device obtains road environment information, which can be understood as the network device obtains the road environment information after sensing the road environment information.
在另一种可实现的方式中,网络设备获取道路环境信息,可以理解为,车辆感知道路环境信息后,车辆将该道路环境信息发送给网络设备。在此情况下,网络设备可以获取该道路环境信息。In another achievable manner, the network device obtains the road environment information, which can be understood as that after the vehicle perceives the road environment information, the vehicle sends the road environment information to the network device. In this case, the network device can obtain the road environment information.
其中,该道路环境信息包括道路变化信息和该道路变化信息对应的时空信息,该道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息,该时空信息包括以下一种或多种:道路变化信息对应的时间、道路变化信息对应的区域。Wherein, the road environment information includes road change information and time-space information corresponding to the road change information, the road change information includes one or more of the following information: obstacle information, road dynamic change information, and the time-space information includes one of the following Or multiple: the time corresponding to the road change information, and the area corresponding to the road change information.
道路变化信息对应的时空信息,可以理解为,道路中的信息发生变化时对应的时间,或者,道路中的信息发生变化时,该变化信息对应的区域。The spatio-temporal information corresponding to the road change information can be understood as the time corresponding to when the information on the road changes, or the area corresponding to the change information when the information on the road changes.
示例性的,在道路A中,第T时刻出现异常障碍物。在此情况下,道路变化信息对应的时空信息为T时刻。也就是说,道路中的信息发生变化时对应的时间为T时刻。Exemplarily, on road A, an abnormal obstacle appears at time T. In this case, the time-space information corresponding to the road change information is time T. In other words, the corresponding time when the information on the road changes is time T.
示例性的,在道路A的区域1中出现异常障碍物。在此情况下,道路变化信息对应的时空信息为区域1。也就是说,道路中的信息发生变化时,该变化信息对应的区域为区域1。Exemplarily, an abnormal obstacle appears in area 1 of road A. In this case, the spatio-temporal information corresponding to the road change information is area 1. In other words, when the information on the road changes, the area corresponding to the change information is area 1.
可选的,在一些实施例中,道路变化信息还包括车辆位姿变化信息。Optionally, in some embodiments, the road change information further includes vehicle pose change information.
在本申请实施例中,对障碍物信息不作具体限定。In the embodiments of the present application, the obstacle information is not specifically limited.
例如,障碍物信息可以是落石。又如,障碍物信息可以是坑洼。再如,障碍物信息可以是突发障碍物。再如,障碍物信息可以是异常天气。For example, the obstacle information may be falling rocks. For another example, the obstacle information may be potholes. For another example, the obstacle information may be sudden obstacles. For another example, the obstacle information may be abnormal weather.
在本申请实施例中,对车辆位姿变化信息不作具体限定。In the embodiments of the present application, the vehicle pose change information is not specifically limited.
例如,该车辆位姿变化信息可以是车辆在弯道情况下的转弯信息。又如,该车辆位姿变化信息也可以是车辆在有障碍物状态下的避让动作信息。再如,该车辆位姿变化信息还可以是车辆发生剧烈碰撞的碰撞信息。For example, the posture change information of the vehicle may be turning information of the vehicle in a curve. For another example, the vehicle pose change information may also be the avoidance action information of the vehicle when there is an obstacle. For another example, the vehicle pose change information may also be collision information of a severe collision of the vehicle.
在本申请实施例中,车辆可以通过安装在该车辆上的传感器,获取障碍物信息、车辆位姿变化信息、道路动态变化信息。In the embodiment of the present application, the vehicle can obtain obstacle information, vehicle pose change information, and road dynamic change information through sensors installed on the vehicle.
例如,车辆#1可以通过安装在该车辆上的摄像头,获取障碍物信息、车辆位姿变化信息、道路动态变化信息。又如,车辆#1可以通过安装在该车辆上的毫米波雷达,获取障碍物信息、车辆位姿变化信息、道路动态变化信息。再如,车辆#1可以通过安装在该车辆上的激光雷达,获取障碍物信息、车辆位姿变化信息、道路动态变化信息。For example, vehicle #1 can obtain obstacle information, vehicle pose change information, and road dynamic change information through a camera installed on the vehicle. For another example, vehicle #1 can obtain obstacle information, vehicle pose change information, and road dynamic change information through a millimeter wave radar installed on the vehicle. For another example, vehicle #1 can obtain obstacle information, vehicle pose change information, and road dynamic change information through the lidar installed on the vehicle.
在本申请实施例中,对道路动态变化信息不作具体限定。例如,道路动态变化信息,可以是道路中的行驶车辆停止行驶。又如,道路动态变化信息,可以行驶车辆前方有运动的行人。In the embodiments of the present application, the road dynamic change information is not specifically limited. For example, the road dynamic change information may be that the driving vehicles on the road stop running. For another example, the dynamic change information of the road can be used for moving pedestrians in front of the driving vehicle.
S220,网络设备获取第一地图。S220: The network device obtains the first map.
本申请实施例中,第一地图为当前地图基于道路环境信息更新后获得的地图。换句话说,网络设备根据道路环境信息对当前地图进行更新后获得的地图为第一地图。其中,当前地图可以理解为车辆所在道路对应的地图。In the embodiment of the present application, the first map is a map obtained after the current map is updated based on road environment information. In other words, the map obtained by the network device after updating the current map according to the road environment information is the first map. Among them, the current map can be understood as the map corresponding to the road where the vehicle is located.
具体的,网络设备根据道路环境信息对当前地图进行更新后获得的地图为第一地图,可以理解为,网络设备根据道路变化信息对应的时空信息和道路变化信息对当前地图的图层进行更新,获取第一地图。Specifically, the map obtained after the network device updates the current map according to the road environment information is the first map. It can be understood that the network device updates the layers of the current map according to the temporal and spatial information and road change information corresponding to the road change information. Get the first map.
示例性的,假设当前地图包括四层,第一层为道路静态高精度地图信息层,第二层为道路状态信息性,第三层为道路动态环境信息层,第四层为道路交通状态信息层。例如,当融合后的车辆环境信息为道路状态信息(例如,有障碍物)时,可以将该信息添加到当前地图的第二层中,从而获取第一地图。又如,当融合后的车辆环境信息包括的信息为道路动态环境信息(例如,有突发障碍物)时,可以将该信息添加到当前地图的第三层中,从而获取第一地图。再如,当融合后的车辆环境信息包括道路状态信息(例如,有障碍物)和道路交通状态信息(例如,发生交通阻塞)和,可以将道路状态信息添加到当前地图的第二层中,将道路交通状态信息添加到当前地图的第四层中,从而获取第一地图。For example, suppose the current map includes four layers, the first layer is the road static high-precision map information layer, the second layer is the road state information, the third layer is the road dynamic environment information layer, and the fourth layer is the road traffic state information Floor. For example, when the fused vehicle environment information is road state information (for example, there are obstacles), the information can be added to the second layer of the current map, so as to obtain the first map. For another example, when the information included in the fused vehicle environment information is road dynamic environment information (for example, there are sudden obstacles), the information can be added to the third layer of the current map, so as to obtain the first map. For another example, when the fused vehicle environment information includes road state information (for example, obstacles) and road traffic state information (for example, traffic jams occur), and road state information can be added to the second layer of the current map, The road traffic state information is added to the fourth layer of the current map to obtain the first map.
本申请实施例中对当前地图的类型不作具体限定。例如,该当前地图可以是普通导航地图。又如,该当前地图也可以是高精度地图。In the embodiments of the present application, the type of the current map is not specifically limited. For example, the current map may be a normal navigation map. For another example, the current map may also be a high-precision map.
示例性的,高精度地图可以是指高精度、精细化定义的地图,其包括传统地图的道路网数据、车道网络数据、车道线以和交通标志等数据。Exemplarily, a high-precision map may refer to a high-precision, finely defined map, which includes data such as road network data, lane network data, lane lines, and traffic signs of traditional maps.
示例性的,高精度地图也称为高分辨率地图(high definition map,HD Map),是一种专门为无人驾驶服务的地图。与传统导航地图不同的是,高精度地图除了能提供的道路级别的导航信息外,还能够提供车道级别的导航信息。无论是在信息的丰富度还是信息的精度方面,都远远高于普通导航地图。Exemplarily, a high-definition map is also called a high-definition map (HD Map), which is a map dedicated to unmanned driving services. Unlike traditional navigation maps, high-precision maps can provide lane-level navigation information in addition to road-level navigation information. Both the richness of information and the accuracy of information are much higher than ordinary navigation maps.
在本申请实施例中,网络设备获取第一地图,包括:In this embodiment of the application, acquiring the first map by the network device includes:
在该时空信息满足预设条件的情况下,该网络设备根据该道路环境信息,获取该第一地图;或者,在该时空信息不满足预设条件的情况下,该网络设备接收来自地图服务器发送的该第一地图。In the case that the spatio-temporal information meets the preset condition, the network device obtains the first map according to the road environment information; or, in the case that the spatio-temporal information does not meet the preset condition, the network device receives the transmission from the map server Of this first map.
在本申请实施例中,预设条件包括预设时间和/或预设区域。In the embodiment of the present application, the preset condition includes a preset time and/or a preset area.
在一种可实现的方式中,预设条件与具体的应用场景相关。例如,在道路存在异常障碍物的场景下,可以设置预设区域的范围为150米。又如,在天气发生异常的场景下,可以设置预设时间为6:00-10:00。再如,在天气发生异常的场景下,可以设置预设时间的范围为6:00-10:00,预设区域的范围为300米。In an achievable way, the preset conditions are related to specific application scenarios. For example, in a scene where there are abnormal obstacles on the road, the range of the preset area can be set to 150 meters. For another example, in a scene where the weather is abnormal, the preset time can be set to 6:00-10:00. For another example, in a scenario where the weather is abnormal, the range of the preset time can be set to 6:00-10:00, and the range of the preset area is 300 meters.
在另一种可实现的方式中,预设条件为固定的值。例如,在道路存在异常障碍物的场景下,或者,在天气发生异常的场景下,设置预设区域的范围为100米。又如,在道路存在异常障碍物的场景下,或者,在天气发生异常的场景下,设置预设时间的范围为7:00-10:00。In another achievable way, the preset condition is a fixed value. For example, in a scene where there are abnormal obstacles on the road, or in a scene where the weather is abnormal, the range of the preset area is set to 100 meters. For another example, in a scene where there are abnormal obstacles on the road, or in a scene where the weather is abnormal, the range of the preset time is set to be 7:00-10:00.
在本申请实施例中,在时空信息满足预设条件的情况下,网络设备根据道路环境信息,获取第一地图,包括以下三种情况:In the embodiment of the present application, when the time-space information meets the preset condition, the network device obtains the first map according to the road environment information, including the following three situations:
情况一:在道路变化信息对应的时间满足预设时间的情况下,网络设备根据道路环境信息,对当前地图进行更新,获取第一地图。Case 1: When the time corresponding to the road change information meets the preset time, the network device updates the current map according to the road environment information to obtain the first map.
示例性的,假设预设时间为7:00-9:00,道路变化信息对应的时间为8:00,在该道路变化信息对应的时间下,道路A中出现了一个异常物。在此情况下,网络设备根据该异常物信息和该异常物在道路A中出现的时间,对当前地图进行更新,获取第一地图。Exemplarily, assuming that the preset time is 7:00-9:00, the time corresponding to the road change information is 8:00, and an abnormal object appears on the road A at the time corresponding to the road change information. In this case, the network device updates the current map according to the information of the abnormal object and the time when the abnormal object appears in the road A to obtain the first map.
情况二:在道路变化信息对应的区域满足预设区域的情况下,网络设备根据道路环境信息,对当前地图进行更新,获取第一地图。Case 2: When the area corresponding to the road change information satisfies the preset area, the network device updates the current map according to the road environment information to obtain the first map.
示例性的,假设预设区域为道路A中车辆1前方的50米至200米范围内的区域,道路变化信息对应的区域为道路A中车辆1前方100米处,且在该区域内容出现了一个障碍物。在此情况下,网络设备根据该障碍物信息和该障碍物出现的区域,对当前地图进行更新,获取第一地图。For example, suppose that the preset area is an area within a range of 50 meters to 200 meters in front of vehicle 1 on road A, and the area corresponding to the road change information is 100 meters in front of vehicle 1 on road A, and the content of this area appears An obstacle. In this case, the network device updates the current map according to the obstacle information and the area where the obstacle appears to obtain the first map.
情况三:在道路变化信息对应的区域满足预设区域,且道路变化信息对应的时间满足预设时间的情况下,网络设备根据道路变化信息,对当前地图进行更新,获取第一地图。Case 3: When the area corresponding to the road change information meets the preset area, and the time corresponding to the road change information meets the preset time, the network device updates the current map according to the road change information to obtain the first map.
示例性的,假设预设区域为道路A中车辆1前方50-200米范围内的区域,预设时间为7:00-9:00。道路A中出现了一个障碍物,且该障碍物出现的区域为道路A中车辆1前方100米处,该障碍物出现的时间为8:00。在此情况下,网络设备根据该障碍物信息和该障碍物出现的时间、区域,对当前地图进行更新,获取第一地图。Exemplarily, suppose that the preset area is an area within a range of 50-200 meters in front of the vehicle 1 on road A, and the preset time is 7:00-9:00. An obstacle appears on the road A, and the area where the obstacle appears is 100 meters in front of the vehicle 1 on the road A, and the time when the obstacle appears is 8:00. In this case, the network device updates the current map according to the obstacle information and the time and area where the obstacle appears to obtain the first map.
在本申请实施例中,在时空信息不满足预设条件的情况下,网络设备接收来自地图服务器发送的第一地图。具体的,在时空信息不满足预设条件的情况下,网络设备向地图服务器发送道路环境信息,地图服务器根据该道路环境信息对当前地图进行更新,获取第一地图,地图服务器向网络设备发送该第一地图。在此情况下,网络设备可以接收来自地图服务器发送的第一地图。In the embodiment of the present application, in the case that the spatio-temporal information does not meet the preset condition, the network device receives the first map sent from the map server. Specifically, when the time-space information does not meet the preset conditions, the network device sends road environment information to the map server. The map server updates the current map according to the road environment information to obtain the first map, and the map server sends the road environment information to the network device. The first map. In this case, the network device can receive the first map sent from the map server.
示例性的,假设预设区域为道路A中车辆1前方50-200米范围内的区域,预设时间为7:00-9:00。道路A中出现了一个障碍物,且该障碍物出现的区域为道路A中车辆1前方240米处,该障碍物出现的时间为10:00。在此情况下,地图服务器根据该障碍物信息和该障碍物出现的时间、区域,对当前地图进行更新,获取第一地图。地图服务器向网络设备发送该第一地图,网络设备可以获取该第一地图。Exemplarily, suppose that the preset area is an area within a range of 50-200 meters in front of the vehicle 1 on road A, and the preset time is 7:00-9:00. An obstacle appears on road A, and the area where the obstacle appears is 240 meters in front of vehicle 1 on road A, and the obstacle appears at 10:00. In this case, the map server updates the current map according to the obstacle information and the time and area where the obstacle appears to obtain the first map. The map server sends the first map to the network device, and the network device can obtain the first map.
可选的,在一些实施例中,在时空信息不满足预设条件的情况下,网络设备也可以不获取第一地图。Optionally, in some embodiments, when the spatio-temporal information does not meet a preset condition, the network device may not obtain the first map.
示例性的,在仅包括网络设备和第一车辆的应用场景中,在时空信息不满足预设条件的情况下,网络设备不获取第一地图。在此情况下,虽然道路环境信息发生了变化,但由于该变化的信息在较短时间内又消失,所以网络设备可以不对当前地图进行更新。Exemplarily, in an application scenario that only includes the network device and the first vehicle, the network device does not acquire the first map when the spatiotemporal information does not meet the preset condition. In this case, although the road environment information has changed, since the changed information disappears in a relatively short period of time, the network device may not update the current map.
S230,网络设备向第一车辆发送第一地图。S230: The network device sends the first map to the first vehicle.
基于上述方案,本申请提供的车辆感知的方法,网络设备可以根据车辆所在道路的道路变化信息和道路变化信息对应的时空信息对当前地图进行更新,获得第一地图,从而可以提高更新地图的效率、减小更新延时。此外,车辆根据接收到的该更新后的地图(第一地图)对周围环境进行感知,可以提高该车辆在不同应用场景中的感知能力。Based on the above solution, in the vehicle perception method provided in this application, the network device can update the current map according to the road change information of the road where the vehicle is located and the time-space information corresponding to the road change information, and obtain the first map, thereby improving the efficiency of updating the map. , Reduce the update delay. In addition, the vehicle perceives the surrounding environment according to the received updated map (first map), which can improve the vehicle's perception ability in different application scenarios.
下面结合图3,以应用场景中包括障碍物信息、车辆#1、车辆#2、网络设备为例,对本申请提供的车辆感知的方法200进行介绍。In the following, with reference to FIG. 3, an application scenario including obstacle information, vehicle #1, vehicle #2, and network equipment is taken as an example to introduce the vehicle perception method 200 provided in the present application.
图3示出了根据本申请实施例提供的车辆感知的方法300的示意性流程图。图3的方法300包括步骤S310至步骤S380,下面对这些步骤进行说明。FIG. 3 shows a schematic flowchart of a method 300 for vehicle perception according to an embodiment of the present application. The method 300 in FIG. 3 includes steps S310 to S380, and these steps are described below.
步骤S310,车辆#1获取道路环境信息#1(即,方法200中的道路环境信息的一例)。In step S310, the vehicle #1 obtains the road environment information #1 (ie, an example of the road environment information in the method 200).
其中,道路环境信息#1包括道路变化信息和该道路变化信息对应的时空信息。Wherein, road environment information #1 includes road change information and time-space information corresponding to the road change information.
道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息。The road change information includes one or more of the following information: obstacle information and road dynamic change information.
可选的,在一些实施例中,道路变化信息还包括车辆位姿变化信息。Optionally, in some embodiments, the road change information further includes vehicle pose change information.
步骤S320,网络设备获取道路变化信息#1。Step S320, the network device obtains road change information #1.
其中,道路环境信息#1包括道路变化信息和该道路变化信息对应的时空信息。Wherein, road environment information #1 includes road change information and time-space information corresponding to the road change information.
道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息。The road change information includes one or more of the following information: obstacle information and road dynamic change information.
本申请实施例中,对S310和S320的执行顺序不作具体限定。例如,可以先执行步骤S310,再执行步骤S320。或者,可以先执行步骤S320,再执行步骤S310。In the embodiment of the present application, the execution sequence of S310 and S320 is not specifically limited. For example, step S310 may be executed first, and then step S320 may be executed. Alternatively, step S320 may be performed first, and then step S310 is performed.
可选的,在一些实施例中,方法300可以不包括步骤S320。在此情况下,执行完步骤S310后,执行步骤S330。Optionally, in some embodiments, the method 300 may not include step S320. In this case, after step S310 is executed, step S330 is executed.
步骤S330,车辆#1向网络设备发送道路环境信息#1。Step S330: Vehicle #1 sends road environment information #1 to the network device.
步骤S340,网络设备获取地图#1(即,方法200中的第一地图的一例)。In step S340, the network device obtains map #1 (ie, an example of the first map in the method 200).
其中,时空信息包括以下一种或多种:道路变化信息对应的时间、道路变化信息对应的区域。Wherein, the spatio-temporal information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information.
道路变化信息对应的时空信息,可以理解为,道路中的信息发生变化时对应的时间,或者,道路中的信息发生变化时,该变化信息对应的区域。The spatio-temporal information corresponding to the road change information can be understood as the time corresponding to when the information on the road changes, or the area corresponding to the change information when the information on the road changes.
示例性的,在道路A中,第T时刻出现异常障碍物。在此情况下,道路变化信息对应的时空信息为T时刻。也就是说,道路中的信息发生变化时对应的时间为T时刻。Exemplarily, on road A, an abnormal obstacle appears at time T. In this case, the time-space information corresponding to the road change information is time T. In other words, the corresponding time when the information on the road changes is time T.
示例性的,在道路A的区域1中出现异常障碍物。在此情况下,道路变化信息对应的时空信息为区域1。也就是说,道路中的信息发生变化时,该变化信息对应的区域为区域1。Exemplarily, an abnormal obstacle appears in area 1 of road A. In this case, the spatio-temporal information corresponding to the road change information is area 1. In other words, when the information on the road changes, the area corresponding to the change information is area 1.
在本申请实施例中,网络设备获取地图#1的方法与步骤S220的方法相同,为了简洁,此处不再详细赘述。In the embodiment of the present application, the method for the network device to obtain the map #1 is the same as the method of step S220, and for the sake of brevity, details are not repeated here.
在一种可实现的方式中,网络设备获取地图#1后,在此情况下,在步骤S340后,继续执行步骤S350至步骤S380。In an achievable manner, after the network device obtains map #1, in this case, after step S340, continue to execute step S350 to step S380.
在另一种可实现的方式中,网络设备不获取地图#1,在此情况下,在步骤S340后,不执行步骤S350至步骤S380。In another achievable manner, the network device does not acquire map #1. In this case, after step S340, step S350 to step S380 are not executed.
步骤S350,网络设备向车辆#1发送地图#1。In step S350, the network device sends the map #1 to the vehicle #1.
可选的,在一些实施例中,网络设备在一定时间和/或一定区域内向车辆#1发送地图#1。Optionally, in some embodiments, the network device sends the map #1 to the vehicle #1 at a certain time and/or within a certain area.
步骤S360,网络设备向车辆#2发送地图#1。In step S360, the network device sends the map #1 to the vehicle #2.
可选的,在一些实施例中,网络设备在一定时间和/或一定内向车辆#2发送地图#1。Optionally, in some embodiments, the network device sends the map #1 to the vehicle #2 at a certain time and/or within a certain time.
在本申请实施例中,对步骤S361和步骤S362中的一定时间和/或一定区域不作具体限定。In the embodiment of the present application, the certain time and/or certain area in step S361 and step S362 are not specifically limited.
在一种可实现的方式中,一定时间和/或一定区域与具体的应用场景相关。例如,在道路存在异常障碍物的场景下,可以设置区域的范围为200米。又如,在天气发生异常的场景下,可以特定时间为7:00-9:00。In an achievable manner, a certain time and/or a certain area is related to a specific application scenario. For example, in a scene where there are abnormal obstacles on the road, the range of the area can be set to 200 meters. For another example, in a scenario where the weather is abnormal, the specific time can be 7:00-9:00.
在另一种可实现的方式中,一定时间和/或一定区域还可以为预定义值。例如,可以预定义区域为400米。又如,可以预定义时间为6:00-8:00,或者为18:00-19:30。In another achievable manner, a certain time and/or a certain area may also be a predefined value. For example, the area can be predefined as 400 meters. For another example, the pre-defined time can be 6:00-8:00, or 18:00-19:30.
本申请实施例中,对S361和S362的执行顺序不作具体限定。例如,可以先执行步骤S361,再执行步骤S362。或者,可以先执行步骤S362,再执行步骤S361。In the embodiment of the present application, the execution sequence of S361 and S362 is not specifically limited. For example, step S361 can be performed first, and then step S362 is performed. Alternatively, step S362 can be performed first, and then step S361 is performed.
步骤S370,车辆#2(即,方法200中的第一车辆的一例)根据车辆#2的感知能力和地图#1,确定障碍物信息。In step S370, the vehicle #2 (ie, an example of the first vehicle in the method 200) determines the obstacle information according to the perception ability of the vehicle #2 and the map #1.
其中,该障碍物信息可以是静止的物体,例如,道路中的石块。该障碍物信息还可以是运动的物体,例如,道路中行驶的车辆。Wherein, the obstacle information may be a stationary object, for example, a stone in a road. The obstacle information may also be a moving object, for example, a vehicle traveling on a road.
示例性的,车辆#2根据车辆#2的感知能力和地图#1,确定障碍物为运动的行人。Exemplarily, the vehicle #2 determines that the obstacle is a moving pedestrian based on the perception ability of the vehicle #2 and the map #1.
示例性的,车辆#2根据车辆#2的感知能力和地图#1,确定障碍物为静止的车辆。Exemplarily, the vehicle #2 determines that the obstacle is a stationary vehicle based on the perception ability of the vehicle #2 and the map #1.
步骤S380,车辆#2根据障碍物信息,确定规控动作。In step S380, the vehicle #2 determines a regulatory action based on the obstacle information.
例如,车辆#2根据障碍物信息,进行低速行驶。或者,车辆#2根据障碍物信息,进行紧急刹车。For example, vehicle #2 is traveling at a low speed based on obstacle information. Or, vehicle #2 performs emergency braking based on the obstacle information.
本申请实施例提供的车辆感知的方法,网络设备根据在特定时间和/或特定区域内出现的障碍物信息,对当前地图进行更新,可以提高更新地图的效率、降低更新延时。此外,车辆根据接收到的该更新后的当前地图对周围环境进行感知,可以提高该车辆在不同应用场景中的感知能力。In the vehicle sensing method provided by the embodiments of the present application, the network device updates the current map according to obstacle information that appears in a specific time and/or a specific area, which can improve the efficiency of updating the map and reduce the update delay. In addition, the vehicle perceives the surrounding environment according to the received updated current map, which can improve the vehicle’s perception ability in different application scenarios.
下面结合图4,以应用场景中包括障碍物信息、当前车辆、目标车辆、网络设备、地图服务器为例,对本申请提供的车辆感知的方法200进行介绍。In the following, with reference to FIG. 4, an application scenario including obstacle information, current vehicle, target vehicle, network device, and map server is taken as an example to introduce the vehicle perception method 200 provided in the present application.
图4示出了根据本申请实施例提供的车辆感知的方法400的示意性流程图。FIG. 4 shows a schematic flowchart of a method 400 for vehicle perception according to an embodiment of the present application.
如图4所示,方法400包括步骤S410至步骤S480,下面对这些步骤进行介绍。As shown in FIG. 4, the method 400 includes steps S410 to S480, and these steps are described below.
步骤S410,车辆#1获取道路环境信息#1(即,方法200中的道路环境信息的一例)。In step S410, the vehicle #1 obtains the road environment information #1 (ie, an example of the road environment information in the method 200).
其中,道路环境信息#1包括道路变化信息和该道路变化信息对应的时空信息。Wherein, road environment information #1 includes road change information and time-space information corresponding to the road change information.
道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息。The road change information includes one or more of the following information: obstacle information and road dynamic change information.
可选的,在一些实施例中,道路变化信息还包括车辆位姿变化信息。Optionally, in some embodiments, the road change information further includes vehicle pose change information.
步骤S420,网络设备获取道路变化信息#1。Step S420: The network device obtains road change information #1.
其中,道路变化信息#1包括以下信息的一种或多种:障碍物信息、道路动态变化信息。Wherein, road change information #1 includes one or more of the following information: obstacle information and road dynamic change information.
应理解,本申请实施例中,对步骤S410和步骤S420的执行顺序不作具体限定。例如,可以先执行步骤S410,再执行步骤S420。或者,可以先执行步骤S420,再执行步骤S410。It should be understood that, in the embodiment of the present application, the execution order of step S410 and step S420 is not specifically limited. For example, step S410 may be executed first, and then step S420 may be executed. Alternatively, step S420 may be executed first, and then step S410 may be executed.
可选的,在本申请实施例中,也可以不包括步骤S420。在此情况下,执行完步骤S410后,执行步骤S430。Optionally, in this embodiment of the present application, step S420 may not be included. In this case, after step S410 is executed, step S430 is executed.
步骤S430,车辆#1向网络设备发送道路环境信息#1。Step S430: Vehicle #1 sends road environment information #1 to the network device.
步骤S440,网络设备获取地图#1(即,方法200中的第一地图的一例)。In step S440, the network device obtains map #1 (ie, an example of the first map in the method 200).
其中,时空信息包括以下一种或多种:道路变化信息对应的时间、道路变化信息对应的区域。Wherein, the spatio-temporal information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information.
道路变化信息对应的时空信息,可以理解为,道路中的信息发生变化时对应的时间,或者,道路中的信息发生变化时,该变化信息对应的区域。The spatio-temporal information corresponding to the road change information can be understood as the time corresponding to when the information on the road changes, or the area corresponding to the change information when the information on the road changes.
示例性的,在道路A中,第T时刻出现异常障碍物。在此情况下,道路变化信息对应的时空信息为T时刻。也就是说,道路中的信息发生变化时对应的时间为T时刻。Exemplarily, on road A, an abnormal obstacle appears at time T. In this case, the time-space information corresponding to the road change information is time T. In other words, the corresponding time when the information on the road changes is time T.
示例性的,在道路A的区域1中出现异常障碍物。在此情况下,道路变化信息对应的时空信息为区域1。也就是说,道路中的信息发生变化时,该变化信息对应的区域为区域1。Exemplarily, an abnormal obstacle appears in area 1 of road A. In this case, the spatio-temporal information corresponding to the road change information is area 1. In other words, when the information on the road changes, the area corresponding to the change information is area 1.
在本申请实施例中,网络设备获取地图#1的方法与步骤S220的方法相同,为了简洁,此处不再详细赘述。In the embodiment of the present application, the method for the network device to obtain the map #1 is the same as the method of step S220, and for the sake of brevity, details are not repeated here.
在一种可实现的方式中,网络设备获取地图#1后,在此情况下,在步骤S440后,继续执行步骤S450至步骤S480。In an achievable manner, after the network device obtains map #1, in this case, after step S440, continue to execute step S450 to step S480.
在另一种可实现的方式中,网络设备不获取地图#1,在此情况下,在步骤S440后,执行步骤S490至步骤S494、步骤S470、步骤S480。In another achievable manner, the network device does not acquire map #1. In this case, after step S440, step S490 to step S494, step S470, and step S480 are executed.
步骤S450,网络设备向车辆#1发送地图#1。In step S450, the network device sends the map #1 to the vehicle #1.
步骤S460,网络设备向车辆#2发送地图#1。Step S460, the network device sends the map #1 to the vehicle #2.
步骤S470,车辆#2(即,方法200中的第一车辆的一例)根据车辆#2的感知能力、地图#1,确定障碍物信息。In step S470, the vehicle #2 (ie, an example of the first vehicle in the method 200) determines the obstacle information according to the perception ability of the vehicle #2 and the map #1.
其中,该障碍物信息可以是静止的物体,例如,道路中的石块。该障碍物信息还可以是运动的物体,例如,道路中行驶的车辆。Wherein, the obstacle information may be a stationary object, for example, a stone in a road. The obstacle information may also be a moving object, for example, a vehicle traveling on a road.
示例性的,车辆#2根据车辆#2的感知能力和地图#1,确定障碍物为运动的行人。Exemplarily, the vehicle #2 determines that the obstacle is a moving pedestrian based on the perception ability of the vehicle #2 and the map #1.
示例性的,车辆#2根据车辆#2的感知能力和地图#1,确定障碍物为静止的车辆。Exemplarily, the vehicle #2 determines that the obstacle is a stationary vehicle based on the perception ability of the vehicle #2 and the map #1.
步骤S480,车辆#2根据障碍物信息,确定规控动作。In step S480, the vehicle #2 determines a regulatory action based on the obstacle information.
例如,车辆#2根据障碍物信息,进行低速行驶。或者,车辆#2根据障碍物信息,进行紧急刹车。For example, vehicle #2 is traveling at a low speed based on obstacle information. Or, vehicle #2 performs emergency braking based on the obstacle information.
步骤S490,网络设备向地图服务器发送道路环境信息#1。Step S490: The network device sends road environment information #1 to the map server.
步骤S491,地图服务器根据道路环境信息#1,对当前地图进行更新。Step S491: The map server updates the current map according to road environment information #1.
其中,步骤S491的方法与步骤S220的方法相同,为了简洁,此处不再详细赘述。Wherein, the method of step S491 is the same as the method of step S220, and for the sake of brevity, details are not repeated here.
步骤S492,地图服务器向网络设备发送地图#1。Step S492: The map server sends map #1 to the network device.
可选的,在一些实施例中,地图服务器在一定时间和/或一定区域内向网络设备发送地图#1。Optionally, in some embodiments, the map server sends map #1 to the network device at a certain time and/or within a certain area.
步骤S493,地图服务器向车辆#1发送地图#1。In step S493, the map server sends the map #1 to the vehicle #1.
可选的,在一些实施例中,地图服务器在一定时间和/或一定区域内向车辆#1发送地图#1。Optionally, in some embodiments, the map server sends the map #1 to the vehicle #1 at a certain time and/or within a certain area.
步骤S494,地图服务器向车辆#2发送地图#1。In step S494, the map server sends the map #1 to the vehicle #2.
可选的,在一些实施例中,地图服务器在一定时间和/或一定区域内向车辆#2发送地图#1。Optionally, in some embodiments, the map server sends the map #1 to the vehicle #2 at a certain time and/or within a certain area.
本申请实施例提供的车辆感知的方法,地图服务器根据在特定时间和/或特定区域内出现的障碍物信息,对当前地图进行更新,可以提高更新地图的效率、降低更新延时。此外,车辆根据接收到的该更新后的当前地图对周围环境进行感知,可以提高该车辆在不同应用场景中的感知能力。In the vehicle perception method provided by the embodiments of the present application, the map server updates the current map according to obstacle information that appears in a specific time and/or a specific area, which can improve the efficiency of updating the map and reduce the update delay. In addition, the vehicle perceives the surrounding environment according to the received updated current map, which can improve the vehicle’s perception ability in different application scenarios.
下面,结合图5和图6的应用场景对本申请提供的车辆感知的方法300进行介绍。应理解,图5和图6仅为示意,并不对本申请构成任何限定。同样的,图5和图6的应该场景也适用于本申请提供的车辆感知的方法400。Hereinafter, the method 300 for vehicle perception provided by the present application will be introduced in conjunction with the application scenarios of FIG. 5 and FIG. 6. It should be understood that FIG. 5 and FIG. 6 are only illustrations, and do not constitute any limitation to the present application. Similarly, the scenarios shown in FIG. 5 and FIG. 6 are also applicable to the vehicle perception method 400 provided in this application.
下面,结合图5,以待感知的目标被遮挡为场景,介绍本申请提供的车辆感知的方法300。Hereinafter, in conjunction with FIG. 5, the vehicle sensing method 300 provided in the present application is introduced with the target to be sensed being occluded as a scene.
图5示出了本申请实施例提供的车辆感知的方法的应用场景示意图。如图5所示,该应用场景中包括:网络设备,车辆V1、车辆V2、目标、车辆V4、车辆V5。Fig. 5 shows a schematic diagram of an application scenario of a method for vehicle perception provided by an embodiment of the present application. As shown in Figure 5, the application scenario includes: network equipment, vehicle V1, vehicle V2, target, vehicle V4, and vehicle V5.
其中,目标可以是行人、车辆、突然出现的物体或者道路异常的场景。其中,道路异常的场景可以是由于异常天气导致的,例如,该异常天气可以是大雾、重霾、暴雨、道路结冰等。Among them, the target can be a pedestrian, a vehicle, an object that suddenly appears, or a scene with an abnormal road. Among them, the abnormal road scene may be caused by abnormal weather, for example, the abnormal weather may be heavy fog, heavy haze, heavy rain, road icing, and so on.
在当前道路环境中,当目标停止运动或者被车辆V2遮挡时,车辆V1根据车辆V1上安装的传感器无法感知该目标。根据本申请提供的车辆感知的方法,在车辆V2检测到目标的情况下,且该目标出现在当前道路的时间和/或出现的区域满足预设条件。在此情况下,车辆V2可以将该目标的信息发送给网络设备。网络设备根据该目标的信息,对当前道路对应的地图进行更新,并将更新后的地图发送给车辆V1。在此情况下,车辆V1根据更新后的地图信息和自身的感知能力,可以获知该目标的信息,从而可以进行更好的规划和决策,保障行车安全。In the current road environment, when the target stops moving or is blocked by the vehicle V2, the vehicle V1 cannot perceive the target according to the sensors installed on the vehicle V1. According to the method for vehicle perception provided by the present application, in the case that the vehicle V2 detects a target, and the time and/or the appearing area of the target on the current road meet the preset conditions. In this case, the vehicle V2 can send the target information to the network device. The network device updates the map corresponding to the current road according to the target information, and sends the updated map to the vehicle V1. In this case, the vehicle V1 can learn the information of the target based on the updated map information and its own perception ability, so that it can make better planning and decision-making and ensure driving safety.
可选的,在一些实施例中,也可以通过网络设备对道路中的该目标的变化进行感知。Optionally, in some embodiments, the change of the target on the road can also be sensed through the network device.
可选的,在一些实施例中,结合车辆V1与该目标的距离信息,在车辆V1已经超过该目标的情况下,可以删除更新后的地图上有关该目标的信息。Optionally, in some embodiments, in combination with the distance information between the vehicle V1 and the target, when the vehicle V1 has exceeded the target, the information about the target on the updated map may be deleted.
可选的,在一些实施例中,可以在一段预设时间之后,删除更新后的地图上有关该目标的信息。Optionally, in some embodiments, the information about the target on the updated map may be deleted after a preset period of time.
本申请实施例提供的车辆感知的方法,可以提高车辆对被遮挡的目标的感知能力,从而保障行车的安全。The vehicle sensing method provided in the embodiments of the present application can improve the vehicle's ability to perceive an obscured target, thereby ensuring the safety of driving.
下面,结合图6,以待感知的目标超过车辆的感知范围为例,介绍本申请提供的车辆感知的方法300。Hereinafter, in conjunction with FIG. 6, taking the object to be sensed exceeds the sensing range of the vehicle as an example, the vehicle sensing method 300 provided in the present application is introduced.
图6是本申请实施例提供的车辆感知的方法的应用场景示意图。Fig. 6 is a schematic diagram of an application scenario of a method for vehicle perception provided by an embodiment of the present application.
如图6所示,该应用场景中包括:网络设备,车辆V1、车辆V2、车辆V3、目标。As shown in Figure 6, the application scenario includes: network equipment, vehicle V1, vehicle V2, vehicle V3, and target.
其中,目标可以是行人、车辆、突然出现的物体或者道路异常的场景。其中,道路异常的场景可以是由于异常天气导致的,例如,该异常天气可以是大雾、重霾、暴雨、道路结冰等。Among them, the target can be a pedestrian, a vehicle, an object that suddenly appears, or a scene with an abnormal road. Among them, the abnormal road scene may be caused by abnormal weather, for example, the abnormal weather may be heavy fog, heavy haze, heavy rain, road icing, and so on.
在当前道路环境中,由于目标在车辆V1的视距范围外,故车辆V1无法根据车辆V1上安装的传感器感知到该目标。根据本申请提供的车辆感知的方法,在车辆V2检测到该 目标的情况下,且该目标出现在当前道路的时间和/或出现的区域满足预设条件。在此情况下,车辆V2可以将该目标的信息发送给网络设备。网络设备根据该目标信息和该目标信息对应的时空信息,对当前道路的地图进行更新,并将更新后的地图发送给车辆V1。在此情况下,车辆V1根据更新后的地图和自身的感知能力,可以获知该目标的信息,从而可以进行更好的规划和决策,保障行车安全。In the current road environment, since the target is outside the visual range of the vehicle V1, the vehicle V1 cannot perceive the target according to the sensors installed on the vehicle V1. According to the vehicle perception method provided by the present application, in the case that the vehicle V2 detects the target, and the time and/or the appearing area of the target on the current road meet the preset conditions. In this case, the vehicle V2 can send the target information to the network device. The network device updates the map of the current road according to the target information and the time-space information corresponding to the target information, and sends the updated map to the vehicle V1. In this case, the vehicle V1 can learn the information of the target based on the updated map and its own perception ability, so that it can make better planning and decision-making and ensure driving safety.
可选的,在一些实施例中,也可以通过网络设备对道路中的目标进行感知。Optionally, in some embodiments, a network device may also be used to perceive a target on the road.
可选的,在一些实施例中,结合车辆V1与该目标的距离信息,在车辆V1已经超过该目标的情况下,可以删除更新后的地图上有关该目标的信息。Optionally, in some embodiments, in combination with the distance information between the vehicle V1 and the target, when the vehicle V1 has exceeded the target, the information about the target on the updated map may be deleted.
可选的,在一些实施例中,可以在一段预设时间之后,删除更新后的地图上有关障碍物的信息。Optionally, in some embodiments, the information about obstacles on the updated map may be deleted after a preset period of time.
本申请实施例提供的车辆感知的方法,可以扩大车辆感知的范围,进一步提高车辆感知的能力,从而保障行车的安全。The vehicle perception method provided in the embodiments of the present application can expand the scope of vehicle perception, further improve the ability of vehicle perception, and thereby ensure the safety of driving.
以上结合图2至图6详细描述了本申请提供的车辆感知的方法。下面结合图7至图10详细介绍车辆感知的装置和设备。The vehicle perception method provided by the present application is described in detail above with reference to FIGS. 2 to 6. The device and equipment for vehicle perception will be described in detail below with reference to FIGS. 7 to 10.
图7示出了本申请实施例提供的车辆感知的装置700的示意性结构图。FIG. 7 shows a schematic structural diagram of a vehicle sensing device 700 provided by an embodiment of the present application.
该车辆感知的装置700包括:收发单元710、处理单元720。其中,收发单元710和处理单元720之间通过内部连接通路互相通信,传递控制和/或数据信号。The vehicle sensing device 700 includes: a transceiver unit 710 and a processing unit 720. Wherein, the transceiver unit 710 and the processing unit 720 communicate with each other through an internal connection path, and transfer control and/or data signals.
收发单元710,用于获取道路环境信息,该道路环境信息包括道路变化信息和该道路变化信息对应的时空信息,该道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息,该时空信息包括以下信息的一种或多种:道路变化信息对应的时间、道路变化信息对应的区域;The transceiver unit 710 is configured to obtain road environment information, the road environment information including road change information and time-space information corresponding to the road change information, and the road change information includes one or more of the following information: obstacle information, road dynamic changes Information, the spatio-temporal information includes one or more of the following information: the time corresponding to the road change information, and the area corresponding to the road change information;
处理单元720,用于获取第一地图,该第一地图为当前地图基于该道路环境信息更新后获得的地图;The processing unit 720 is configured to obtain a first map, which is a map obtained after the current map is updated based on the road environment information;
该收发单元,还用于向第一车辆发送该第一地图。The transceiver unit is also used to send the first map to the first vehicle.
可选的,在一些实施例中,该处理单元720还用于:Optionally, in some embodiments, the processing unit 720 is further configured to:
在该时空信息满足预设条件的情况下,该网络设备根据该道路环境信息,获取该第一地图;或者,In the case that the space-time information meets preset conditions, the network device obtains the first map according to the road environment information; or,
在该时空信息不满足预设条件的情况下,该网络设备接收来自地图服务器发送的该第一地图。In the case that the spatiotemporal information does not meet the preset condition, the network device receives the first map sent from the map server.
可选的,在一些实施例中,该处理单元720还用于:Optionally, in some embodiments, the processing unit 720 is further configured to:
在该时空信息不满足预设条件的情况下,该网络设备不获取该第一地图。In the case that the space-time information does not meet the preset condition, the network device does not obtain the first map.
可选的,在一些实施例中,该预设条件包括预设时间和/或预设区域。Optionally, in some embodiments, the preset condition includes a preset time and/or a preset area.
可选的,在一些实施例中,该道路变化信息还包括车辆位姿变化信息。Optionally, in some embodiments, the road change information further includes vehicle pose change information.
图8示出了本申请实施例提供的车辆感知的装置800的示意性结构图。FIG. 8 shows a schematic structural diagram of a vehicle sensing device 800 provided by an embodiment of the present application.
该车辆感知的装置800包括:收发单元810、处理单元820。其中,收发单元810和处理单元820之间通过内部连接通路互相通信,传递控制和/或数据信号。The vehicle sensing device 800 includes: a transceiver unit 810 and a processing unit 820. Wherein, the transceiver unit 810 and the processing unit 820 communicate with each other through an internal connection path, and transfer control and/or data signals.
收发单元810,用于接收来自网络设备发送的第一地图,该第一地图为当前地图基于道路环境信息更新后获得的地图,该道路环境信息包括道路变化信息和该道路变化信息对应的时空信息,该道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化 信息,该时空信息包括以下一种或多种:道路变化信息对应的时间、道路变化信息对应的区域;The transceiver unit 810 is configured to receive a first map sent from a network device. The first map is a map obtained after the current map is updated based on road environment information. The road environment information includes road change information and time-space information corresponding to the road change information. The road change information includes one or more of the following information: obstacle information, road dynamic change information, and the spatiotemporal information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information;
处理单元820,用于根据该第一地图,确定该第一车辆的规控动作。The processing unit 820 is configured to determine the regulatory action of the first vehicle according to the first map.
可选的,在一些实施例中,该道路变化信息还包括车辆位姿变化信息。Optionally, in some embodiments, the road change information further includes vehicle pose change information.
图9示出了本申请实施例提供的车辆感知的设备900的示意性结构图。FIG. 9 shows a schematic structural diagram of a vehicle sensing device 900 provided by an embodiment of the present application.
该车辆感知的设备900包括:收发器910、处理器920和存储器930。其中,收发器910、处理器920和存储器930之间通过内部连接通路互相通信,传递控制和/或数据信号,该存储器930用于存储计算机程序,该处理器910用于从该存储器930中调用并运行该计算机程序,以控制该收发器920收发信号。The vehicle sensing device 900 includes: a transceiver 910, a processor 920, and a memory 930. Among them, the transceiver 910, the processor 920 and the memory 930 communicate with each other through internal connection paths to transfer control and/or data signals. The memory 930 is used to store computer programs, and the processor 910 is used to call from the memory 930. And run the computer program to control the transceiver 920 to send and receive signals.
收发器910,用于获取道路环境信息,该道路环境信息包括道路变化信息和该道路变化信息对应的时空信息,该道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息,该时空信息包括以下信息的一种或多种:道路变化信息对应的时间、道路变化信息对应的区域;The transceiver 910 is used to obtain road environment information. The road environment information includes road change information and time-space information corresponding to the road change information. The road change information includes one or more of the following information: obstacle information, road dynamic changes Information, the spatio-temporal information includes one or more of the following information: the time corresponding to the road change information, and the area corresponding to the road change information;
处理器920,用于获取第一地图,该第一地图为当前地图基于该道路环境信息更新后获得的地图;The processor 920 is configured to obtain a first map, where the first map is a map obtained after the current map is updated based on the road environment information;
该收发器910,还用于向第一车辆发送该第一地图。The transceiver 910 is also used to send the first map to the first vehicle.
可选的,在一些实施例中,该处理器920还用于:Optionally, in some embodiments, the processor 920 is further configured to:
在该时空信息满足预设条件的情况下,该网络设备根据该道路环境信息,获取该第一地图;或者,In the case that the space-time information meets preset conditions, the network device obtains the first map according to the road environment information; or,
在该时空信息不满足预设条件的情况下,该网络设备接收来自地图服务器发送的该第一地图。In the case that the spatiotemporal information does not meet the preset condition, the network device receives the first map sent from the map server.
可选的,在一些实施例中,该处理器920还用于:Optionally, in some embodiments, the processor 920 is further configured to:
在该时空信息不满足预设条件的情况下,该网络设备不获取该第一地图。In the case that the space-time information does not meet the preset condition, the network device does not obtain the first map.
可选的,在一些实施例中,该预设条件包括预设时间和/或预设区域。Optionally, in some embodiments, the preset condition includes a preset time and/or a preset area.
可选的,在一些实施例中,该道路变化信息还包括车辆位姿变化信息。Optionally, in some embodiments, the road change information further includes vehicle pose change information.
图10示出了本申请实施例提供的车辆感知的设备1000的示意性结构图。FIG. 10 shows a schematic structural diagram of a vehicle sensing device 1000 provided by an embodiment of the present application.
该车辆感知的设备1000包括:收发器1010、处理器1020和存储器1030。其中,收发器1010、处理器1020和存储器1030之间通过内部连接通路互相通信,传递控制和/或数据信号,该存储器1030用于存储计算机程序,该处理器1010用于从该存储器1030中调用并运行该计算机程序,以控制该收发器1020收发信号。The vehicle sensing device 1000 includes: a transceiver 1010, a processor 1020, and a memory 1030. Among them, the transceiver 1010, the processor 1020, and the memory 1030 communicate with each other through internal connection paths to transfer control and/or data signals. The memory 1030 is used to store computer programs, and the processor 1010 is used to call from the memory 1030. And run the computer program to control the transceiver 1020 to send and receive signals.
收发器1010,用于接收来自网络设备发送的第一地图,该第一地图为当前地图基于道路环境信息更新后获得的地图,该道路环境信息包括道路变化信息和该道路变化信息对应的时空信息,该道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息,该时空信息包括以下一种或多种:道路变化信息对应的时间、道路变化信息对应的区域;The transceiver 1010 is configured to receive a first map sent from a network device. The first map is a map obtained after the current map is updated based on road environment information. The road environment information includes road change information and time-space information corresponding to the road change information The road change information includes one or more of the following information: obstacle information, road dynamic change information, and the spatiotemporal information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information;
处理器1020,用于根据该第一地图,确定该第一车辆的规控动作。The processor 1020 is configured to determine the regulatory action of the first vehicle according to the first map.
可选的,在一些实施例中,该道路变化信息还包括车辆位姿变化信息。Optionally, in some embodiments, the road change information further includes vehicle pose change information.
本领域普通技术人员可以意识到,结合本文中所公开的实施例描述的各示例的单元及算法步骤,能够以电子硬件、或者计算机软件和电子硬件的结合来实现。这些功能究竟以 硬件还是软件方式来执行,取决于技术方案的特定应用和设计约束条件。专业技术人员可以对每个特定的应用来使用不同方法来实现所描述的功能,但是这种实现不应认为超出本申请的范围。A person of ordinary skill in the art may realize that the units and algorithm steps of the examples described in combination with the embodiments disclosed herein can be implemented by electronic hardware or a combination of computer software and electronic hardware. Whether these functions are executed by hardware or software depends on the specific application and design constraints of the technical solution. Professionals and technicians can use different methods for each specific application to implement the described functions, but such implementation should not be considered beyond the scope of this application.
所属领域的技术人员可以清楚地了解到,为描述的方便和简洁,上述描述的系统、装置和单元的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。Those skilled in the art can clearly understand that, for the convenience and conciseness of description, the specific working process of the system, device and unit described above can refer to the corresponding process in the foregoing method embodiment, which will not be repeated here.
在本申请所提供的几个实施例中,应该理解到,所揭露的系统、装置和方法,可以通过其它的方式实现。例如,以上所描述的装置实施例仅仅是示意性的,例如,所述单元的划分,仅仅为一种逻辑功能划分,实际实现时可以有另外的划分方式,例如多个单元或组件可以结合或者可以集成到另一个系统,或一些特征可以忽略,或不执行。另一点,所显示或讨论的相互之间的耦合或直接耦合或通信连接可以是通过一些接口,装置或单元的间接耦合或通信连接,可以是电性,机械或其它的形式。In the several embodiments provided in this application, it should be understood that the disclosed system, device, and method can be implemented in other ways. For example, the device embodiments described above are merely illustrative, for example, the division of the units is only a logical function division, and there may be other divisions in actual implementation, for example, multiple units or components may be combined or It can be integrated into another system, or some features can be ignored or not implemented. In addition, the displayed or discussed mutual coupling or direct coupling or communication connection may be indirect coupling or communication connection through some interfaces, devices or units, and may be in electrical, mechanical or other forms.
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单元来实现本实施例方案的目的。The units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or they may be distributed on multiple network units. Some or all of the units may be selected according to actual needs to achieve the objectives of the solutions of the embodiments.
另外,在本申请各个实施例中的各功能单元可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中。In addition, the functional units in the various embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units may be integrated into one unit.
所述功能如果以软件功能单元的形式实现并作为独立的产品销售或使用时,可以存储在一个计算机可读取存储介质中。基于这样的理解,本申请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)执行本申请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(Read-Only Memory,ROM)、随机存取存储器(Random Access Memory,RAM)、磁碟或者光盘等各种可以存储程序代码的介质。If the function is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer readable storage medium. Based on this understanding, the technical solution of the present application essentially or the part that contributes to the existing technology or the part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including Several instructions are used to make a computer device (which may be a personal computer, a server, or a network device, etc.) execute all or part of the steps of the methods described in the various embodiments of the present application. The aforementioned storage media include: U disk, mobile hard disk, read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory, RAM), magnetic disk or optical disk and other media that can store program code .
以上所述,仅为本申请的具体实施方式,但本申请的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本申请揭露的技术范围内,可轻易想到变化或替换,都应涵盖在本申请的保护范围之内。因此,本申请的保护范围应以所述权利要求的保护范围为准。The above are only specific implementations of this application, but the protection scope of this application is not limited to this. Any person skilled in the art can easily think of changes or substitutions within the technical scope disclosed in this application. Should be covered within the scope of protection of this application. Therefore, the protection scope of this application should be subject to the protection scope of the claims.

Claims (17)

  1. 一种车辆感知的方法,其特征在于,所述方法包括:A method for vehicle perception, characterized in that the method includes:
    网络设备获取道路环境信息,所述道路环境信息包括道路变化信息和所述道路变化信息对应的时空信息,所述道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息,所述时空信息包括以下一种或多种:道路变化信息对应的时间、道路变化信息对应的区域;The network device obtains road environment information, the road environment information includes road change information and time-space information corresponding to the road change information, and the road change information includes one or more of the following information: obstacle information, road dynamic change information , The spatio-temporal information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information;
    所述网络设备获取第一地图,所述第一地图为当前地图基于所述道路环境信息更新后获得的地图;Acquiring, by the network device, a first map, where the first map is a map obtained after the current map is updated based on the road environment information;
    所述网络设备向第一车辆发送所述第一地图。The network device sends the first map to the first vehicle.
  2. 根据权利要求1所述的方法,其特征在于,所述网络设备获取第一地图,包括:The method according to claim 1, wherein the obtaining the first map by the network device comprises:
    在所述时空信息满足预设条件的情况下,所述网络设备根据所述道路环境信息,获取所述第一地图;或者,In the case that the spatio-temporal information satisfies a preset condition, the network device obtains the first map according to the road environment information; or,
    在所述时空信息不满足预设条件的情况下,所述网络设备接收来自地图服务器发送的所述第一地图。In a case where the spatiotemporal information does not meet a preset condition, the network device receives the first map sent from a map server.
  3. 根据权利要求1所述的方法,其特征在于,所述方法还包括:The method according to claim 1, wherein the method further comprises:
    在所述时空信息不满足预设条件的情况下,所述网络设备不获取所述第一地图。In a case where the spatiotemporal information does not meet a preset condition, the network device does not acquire the first map.
  4. 根据权利要求2或3所述的方法,其特征在于,所述预设条件包括预设时间和/或预设区域。The method according to claim 2 or 3, wherein the preset condition includes a preset time and/or a preset area.
  5. 根据权利要求1-4中任一项所述的方法,其特征在于,所述道路变化信息还包括车辆位姿变化信息。The method according to any one of claims 1 to 4, wherein the road change information further includes vehicle pose change information.
  6. 一种车辆感知的方法,其特征在于,所述方法包括:A method for vehicle perception, characterized in that the method includes:
    第一车辆接收来自网络设备发送的第一地图,所述第一地图为当前地图基于道路环境信息更新后获得的地图,所述道路环境信息包括道路变化信息和所述道路变化信息对应的时空信息,所述道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息,所述时空信息包括以下一种或多种:道路变化信息对应的时间、道路变化信息对应的区域;The first vehicle receives a first map sent from a network device, the first map being a map obtained after the current map is updated based on road environment information, and the road environment information includes road change information and time-space information corresponding to the road change information The road change information includes one or more of the following information: obstacle information, road dynamic change information, and the spatio-temporal information includes one or more of the following: the time corresponding to the road change information, and the area corresponding to the road change information ;
    所述第一车辆根据所述第一地图,确定所述第一车辆的规控动作。The first vehicle determines the regulatory action of the first vehicle according to the first map.
  7. 根据权利要求6所述的方法,其特征在于,所述道路变化信息还包括车辆位姿变化信息。The method according to claim 6, wherein the road change information further includes vehicle pose change information.
  8. 一种车辆感知的装置,其特征在于,所述装置包括:A device for vehicle perception, characterized in that the device comprises:
    收发单元,用于获取道路环境信息,所述道路环境信息包括道路变化信息和所述道路变化信息对应的时空信息,所述道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息,所述时空信息包括以下信息的一种或多种:道路变化信息对应的时间、道路变化信息对应的区域;The transceiver unit is configured to obtain road environment information, the road environment information including road change information and time-space information corresponding to the road change information, and the road change information includes one or more of the following information: obstacle information, road Dynamic change information, where the spatio-temporal information includes one or more of the following information: the time corresponding to the road change information, and the area corresponding to the road change information;
    处理单元,用于获取第一地图,所述第一地图为当前地图基于所述道路环境信息更新后获得的地图;A processing unit, configured to obtain a first map, where the first map is a map obtained after the current map is updated based on the road environment information;
    所述收发单元,还用于向第一车辆发送所述第一地图。The transceiver unit is also used to send the first map to the first vehicle.
  9. 根据权利要求8所述的装置,其特征在于,所述处理单元还用于:The device according to claim 8, wherein the processing unit is further configured to:
    在所述时空信息满足预设条件的情况下,所述网络设备根据所述道路环境信息,获取所述第一地图;或者,In the case that the spatio-temporal information satisfies a preset condition, the network device obtains the first map according to the road environment information; or,
    在所述时空信息不满足预设条件的情况下,所述网络设备接收来自地图服务器发送的所述第一地图。In a case where the spatiotemporal information does not meet a preset condition, the network device receives the first map sent from a map server.
  10. 根据权利要求8所述的装置,其特征在于,所述处理单元还用于:The device according to claim 8, wherein the processing unit is further configured to:
    在所述时空信息不满足预设条件的情况下,所述网络设备不获取所述第一地图。In a case where the spatiotemporal information does not meet a preset condition, the network device does not acquire the first map.
  11. 根据权利要求9或10所述的装置,其特征在于,所述预设条件包括预设时间和/或预设区域。The device according to claim 9 or 10, wherein the preset condition includes a preset time and/or a preset area.
  12. 根据权利要求8-11中任一项所述的装置,其特征在于,所述道路变化信息还包括车辆位姿变化信息。The device according to any one of claims 8-11, wherein the road change information further comprises vehicle pose change information.
  13. 一种车辆感知的装置,其特征在于,所述装置包括:A device for vehicle perception, characterized in that the device comprises:
    收发单元,用于接收来自网络设备发送的第一地图,所述第一地图为当前地图基于道路环境信息更新后获得的地图,所述道路环境信息包括道路变化信息和所述道路变化信息对应的时空信息,所述道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息,所述时空信息包括以下一种或多种:道路变化信息对应的时间、道路变化信息对应的区域;The transceiver unit is configured to receive a first map sent from a network device, the first map being a map obtained after the current map is updated based on road environment information, and the road environment information includes road change information and information corresponding to the road change information. Spatio-temporal information, the road change information includes one or more of the following information: obstacle information, road dynamic change information, and the spatio-temporal information includes one or more of the following: the time corresponding to the road change information, and the road change information corresponding Area;
    处理单元,用于根据所述第一地图,确定所述第一车辆的规控动作。The processing unit is configured to determine the regulatory action of the first vehicle according to the first map.
  14. 根据权利要求13所述的装置,其特征在于,所述道路变化信息还包括车辆位姿变化信息。The device according to claim 13, wherein the road change information further includes vehicle pose change information.
  15. 一种车辆感知的系统,其特征在于,所述系统包括:如权利要求1至7中任一项所述的网络设备、地图服务器、第一车辆,A vehicle perception system, characterized in that the system comprises: the network device according to any one of claims 1 to 7, a map server, and a first vehicle,
    所述地图服务器接收来自所述网络设备发送的道路环境信息,所述道路环境信息包括道路变化信息和所述道路变化信息对应的时空信息,所述道路变化信息包括以下信息的一种或多种:障碍物信息、道路动态变化信息,所述时空信息包括以下信息的一种或多种:道路变化信息对应的时间、道路变化信息对应的区域;The map server receives road environment information sent from the network device, the road environment information includes road change information and time-space information corresponding to the road change information, and the road change information includes one or more of the following information : Obstacle information and road dynamic change information, the spatiotemporal information includes one or more of the following information: the time corresponding to the road change information, and the area corresponding to the road change information;
    所述地图服务器获取第一地图,所述第一地图为当前地图基于所述道路环境信息更新后获得的地图;Acquiring, by the map server, a first map, where the first map is a map obtained after the current map is updated based on the road environment information;
    所述地图服务器向第一车辆发送所述第一地图;Sending the first map to the first vehicle by the map server;
    所述地图服务器向所述网络设备发送所述第一地图。The map server sends the first map to the network device.
  16. 一种车辆感知的装置,包括处理器和存储器,所述存储器用于存储指令,所述处理器用于读取所述存储器中存储的指令,以执行权利要求1至7中任一项所述的方法。A device for vehicle perception, comprising a processor and a memory, the memory is used to store instructions, and the processor is used to read the instructions stored in the memory to execute any one of claims 1 to 7 method.
  17. 一种计算机可读存储介质,包括计算机程序,当所述计算机程序在计算机上运行时,所述计算机执行权利要求1至7中任一项所述的方法。A computer-readable storage medium comprising a computer program, and when the computer program runs on a computer, the computer executes the method according to any one of claims 1 to 7.
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