CN108399792A - A kind of automatic driving vehicle preventing collision method, device and electronic equipment - Google Patents

A kind of automatic driving vehicle preventing collision method, device and electronic equipment Download PDF

Info

Publication number
CN108399792A
CN108399792A CN201810074150.5A CN201810074150A CN108399792A CN 108399792 A CN108399792 A CN 108399792A CN 201810074150 A CN201810074150 A CN 201810074150A CN 108399792 A CN108399792 A CN 108399792A
Authority
CN
China
Prior art keywords
vehicle
evacuation
information
road
rule
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201810074150.5A
Other languages
Chinese (zh)
Other versions
CN108399792B (en
Inventor
廖猛蛟
黄伟才
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
University of Science and Technology Beijing USTB
Original Assignee
University of Science and Technology Beijing USTB
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by University of Science and Technology Beijing USTB filed Critical University of Science and Technology Beijing USTB
Priority to CN201810074150.5A priority Critical patent/CN108399792B/en
Publication of CN108399792A publication Critical patent/CN108399792A/en
Application granted granted Critical
Publication of CN108399792B publication Critical patent/CN108399792B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/16Anti-collision systems
    • G08G1/161Decentralised systems, e.g. inter-vehicle communication
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course or altitude of land, water, air, or space vehicles, e.g. automatic pilot
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/16Anti-collision systems
    • G08G1/166Anti-collision systems for active traffic, e.g. moving vehicles, pedestrians, bikes

Abstract

The invention discloses a kind of automatic driving vehicle preventing collision method and devices, are related to unmanned technical field, and this method includes:Obtain the result of detection to road conditions;When the result of detection is unsatisfactory for preset meeting condition, evacuation information is generated according to the result of detection and preset evacuation rule;The evacuation information includes the evacuation rule;The evacuation information is sent at least one nearby vehicle, so that at least one nearby vehicle carries out meeting according to the evacuation information.The present invention can judge whether road disclosure satisfy that meeting, and when road cannot meet meeting, provide a kind of Automatic Negotiation Mechanism, so that mode realizes the evacuation of vehicle through consultation between the vehicle of meeting by identifying condition of road surface.

Description

A kind of automatic driving vehicle preventing collision method, device and electronic equipment
Technical field
The present invention relates to a kind of unmanned technical field more particularly to automatic driving vehicle preventing collision method, device and electricity Sub- equipment.
Background technology
Pilotless automobile is one kind of intelligent automobile, also referred to as wheeled mobile robot, is relied primarily on interior in terms of Intelligent driving instrument based on calculation machine system realizes unpiloted target.
There are two kinds of scenes for automatic driving vehicle evacuation, first, driving errors lead to possible head-on crash or knock into the back, separately It is a kind of the reason is that existing so that it cannot meet on the meeting or road of both sides' vehicle due to the not enough width of road itself Barrier, which causes original road to narrow, to be caused to be unable to meeting.
Since the development of unmanned technology is at present also in the experimental stage, do not come into operation.And in the prior art, greatly In the case that most unmanned technologies all assumes that lane width is enough, how research prevents what vehicle from colliding to ask Topic.
However in practical applications, many roads can have latter issues.Such as there are some roads in Chinese many cities Road short of width itself is enough with the two automobiles or road width for accommodating Facing Movement, but road occupying of stopping is more, can not Accommodate parallel two cars.When there is this problem, the evacuation technology of existing automatic driving vehicle cannot solve such ask Topic.
Invention content
(1) goal of the invention
When present invention aim to address automatic driving vehicles with manned vehicle or automatic driving vehicle meeting, due to Road width not enough cannot achieve the technical issues of evacuation.
(2) technical solution
To solve the above problems, the first aspect of the present invention provides a kind of automatic driving vehicle preventing collision method, including:It obtains Take the result of detection to road conditions;When the result of detection is unsatisfactory for preset meeting condition, according to the result of detection and in advance If evacuation rule generate evacuation information;The evacuation information includes the evacuation rule;It is sent at least one nearby vehicle The evacuation information, so that at least one nearby vehicle carries out meeting according to the evacuation information.
Optionally, described obtain further includes to the result of detection of road conditions:
Obtain the travel direction and identification data of nearby vehicle;
Identity-based identification data obtain the vehicle Rankine-Hugoniot relations and mailing address of this vehicle nearby vehicle.
Optionally, the preset meeting condition is:L1-C1-C2 >=2*S1 or L1-C1-C2 >=2*S1+S2;Wherein, L1 is the width of road, and C1 is the width of front vehicles, and C2 is the width of this vehicle, and S1 is preset following distance, and S2 is barrier Width.
Optionally, the identification data is the number-plate number or scheduled unique identifier.
Optionally, the carrier of the identification data is one or more of car plate, Quick Response Code, RFID tag.
Optionally, the method further includes:
Obtain the live state information of meeting;
The evacuation rule is adjusted according to the live state information;
Evacuation rule after adjustment is sent at least one nearby vehicle.
Optionally, the live state information is sensor gathered data and/or nearby vehicle feedback information.
Optionally, the nearby vehicle feedback information includes the second evacuation rule.
Optionally, the travel direction for obtaining nearby vehicle, including:
Receive its own travel direction that nearby vehicle is broadcasted;Or the comparison by current vehicle speed and opposite travel speed As a result the travel direction of nearby vehicle is obtained.
Optionally, the evacuation rule includes:According in the result of detection vehicle distances and after can crossing place Distance information, the transmits information of vehicle, communications address information and vehicle evacuation direction congestion in road situation letter At least one in breath determines evacuation side.
Optionally, after described can crossing place be the width based on road in the rear to determine.
According to another aspect of the present invention, a kind of automatic driving vehicle avoiding device is provided, including:Data acquisition mould Block, for obtaining the result of detection to road conditions;Judgment module, for judging whether the result of detection meets preset meeting spoke Part, and when the determination result is yes, evacuation information is generated according to the result of detection and preset evacuation rule;Avoid information hair Module is sent, the evacuation information is sent at least one nearby vehicle, so that at least one nearby vehicle is kept away according to Information is allowed to carry out meeting.
Optionally, the data acquisition module includes:
Vehicle data acquisition module, the travel direction for obtaining nearby vehicle and identification data;
Vehicle identification module obtains vehicle Rankine-Hugoniot relations and the communication of this vehicle nearby vehicle for identity-based identification data Address.
Optionally, described device further includes:
Live acquisition module, the live state information for obtaining meeting;
Rule adjustment module, for adjusting the evacuation rule according to the live state information;
Policy Updates module, for the evacuation rule after adjustment to be sent at least one nearby vehicle.
Optionally, the vehicle data acquisition module includes:
Broadcasting reception module, its own travel direction broadcasted for receiving nearby vehicle;And/or
Speed comparing module, for obtaining the row of nearby vehicle by the comparison result of current vehicle speed and opposite travel speed Sail direction.
Optionally, the judgment module includes:Evacuation side's determination module, for according to the vehicle in the result of detection away from From and after can crossing place distance information, the transmits information of vehicle, communications address information and vehicle evacuation side To congestion in road situation information at least one of determine evacuation side.
According to another aspect of the present invention, a kind of computer readable storage medium is provided, is deposited on the storage medium The step of containing computer program, above-mentioned automatic driving vehicle preventing collision method realized when described program is executed by processor.
According to another aspect of the present invention, a kind of electronic equipment is provided, including:Memory, processor and storage On the memory and the computer program that can run on the processor, the processor are realized when executing described program The step of automatic driving vehicle preventing collision method.
(3) advantageous effect
The above-mentioned technical proposal of the present invention has following beneficial technique effect:The present invention is by identifying condition of road surface, energy Enough judge whether road disclosure satisfy that meeting, and when road cannot meet meeting, provides a kind of Automatic Negotiation Mechanism, from And so that mode realizes the evacuation of vehicle through consultation between the vehicle of meeting.
Description of the drawings
Fig. 1 is the step flow chart of the first embodiment of preventing collision method of the present invention;
Fig. 2 is the schematic diagram of a scenario of embodiment application shown in FIG. 1;
Fig. 3 is the step flow chart of the second embodiment of preventing collision method of the present invention;
Fig. 4 is the schematic diagram of a scenario of embodiment application shown in Fig. 3;
Fig. 5 is a kind of module relationship schematic diagram of an embodiment of avoiding device provided by the invention;
Fig. 6 is the hardware architecture diagram of electronic equipment provided by the invention.
Specific implementation mode
In order to make the objectives, technical solutions and advantages of the present invention clearer, With reference to embodiment and join According to attached drawing, the present invention is described in more detail.It should be understood that these descriptions are merely illustrative, and it is not intended to limit this hair Bright range.In addition, in the following description, descriptions of well-known structures and technologies are omitted, to avoid this is unnecessarily obscured The concept of invention.
Fig. 1 is the step flow chart of the first embodiment of preventing collision method of the present invention.
Fig. 2 is the schematic diagram of a scenario of embodiment application shown in FIG. 1.
As shown in Figure 2, wherein B1 is this vehicle, and A is the front vehicles of this vehicle." √ " on arrow between A and B1 is indicated It can be in communication with each other between vehicle A and vehicle B1.
As shown in Figure 1, in the present embodiment, preventing collision method is applied in the application scenarios of two cars meeting.Evacuation side Method includes following S1-S3:
S1 obtains the result of detection to road conditions.
It obtains and includes to the result of detection of road conditions:S11 and S12.
S11 obtains the detection data to road conditions.
Detection data includes road width, on road the width and the object and this vehicle of object relative velocity.Specifically The object on road and road is detected to obtain by using detection devices such as the laser or radar being installed on vehicle To detection data.
S12 analyzes detection data to obtain result of detection.
According to the comparison result judgment object of object and the travel speed V1 of the relative velocity V2 and Ben Che of this vehicle whether be Vehicle, judgment object whether be barrier, judgment object travel direction;According to the relative velocity V2 and Ben Che of object and this vehicle Travel speed V1 difference judgment object travel speed.
Wherein, the relative velocity V2 of object and this vehicle is obtained according to detection data, and the travel speed V1 of this vehicle can pass through Navigation system is obtained or is obtained according to the opposite variation calculation of itself GPS location.Specifically, if V1=V2, judge object Body is barrier;If V1 ≠ v2, judge object for vehicle;If V1<V2 then judges object for vehicle, and the vehicle with This vehicle travel direction is opposite;If V1>V2 then judges object for vehicle, and the vehicle is identical as this vehicle travel direction.According to V1 With the difference of V2, front vehicles travel speed is calculated:When travel direction is opposite, front vehicles travel speed is V2-V1;Traveling side To it is identical when, front vehicles speed is V1-V2 (V2 values can be positive value or negative value).Based on comparing the analysis of V2 and V1, It can obtain, if barrier is not present in road, result of detection includes:The width of road and the width of front vehicles;If There are barriers, then result of detection to further include for road:The width of barrier.
S2, when the result of detection is unsatisfactory for preset meeting condition, according to the result of detection and the evacuation to prestore Rule generates evacuation information.
Whether preset meeting condition is to judge the difference of the width of each object on the width and road of road more than preset Safety meeting distance.If result of detection is unsatisfactory for preset meeting condition, illustrates that road cannot meet meeting, at this time need Consider Avoidance., whereas if result of detection meets preset meeting condition, then illustrate the width meeting of disclosure satisfy that of road The case where vehicle is in this case not have to evacuation, and what the present invention solved, which is the width of road, cannot meet meeting, therefore this Kind situation is not within the scope of the consideration of the present invention.
In yet another embodiment of the present invention, road is held sway there is no when barrier, and preset meeting condition is: L1-C1-C2≥2*S1;Wherein, L1 is the width of road, and C1 is the width of front vehicles, and C2 is the width of this vehicle, and S1 is default Following distance.In yet another embodiment of the present invention, road is held sway there are when barrier, and preset meeting condition is:L1- C1-C2≥2*S1+S2;Wherein, L1 is the width of road, and C1 is the width of front vehicles, and C2 is the width of this vehicle, and S1 is default Following distance, S2 be barrier width.
Avoiding rule is pre-set and is stored in vehicle-mounted memory, can also be stored in remote server, root According to the triggering of user evacuation rule is obtained from remote server.Evacuation rule refers to determining the double of meeting according to default rule Just which side is the rule of evacuation side.In order to enable the public is better understood from evacuation rule of the present invention, evacuation rule Any one of following rule may be used:First rule:According to vehicle distances thereafter can the distance of crossing place determine Fixed evacuation side;Second Rule:Evacuation side is determined according to the travel direction of vehicle;Third rule:It determines to avoid according to mailing address Side;4th rule:Evacuation side is determined according to the congestion in road situation of the direction of retreat of vehicle.It should be noted that in addition to this four Except kind rule, it can also determine which side is evacuation side using other rules, it is listed above for example, by using random method The evacuation rule gone out can not limit protection scope of the present invention.
It includes evacuation rule and evacuation result to generate evacuation information.The evacuation result makes a decision the evacuation side's vehicle. It may be front vehicles, front vehicle to avoid result, it is also possible to this vehicle.
S3 sends evacuation information, so that at least one nearby vehicle is kept away according to at least one nearby vehicle Information is allowed to carry out meeting.
Nearby vehicle can be manned vehicle, and having can be with automatic driving vehicle.When nearby vehicle and Ben Che are supported The communications such as DSRC (Dedicated Short Range Communications, Dedicated Short Range Communications technology), LTE-V, 5G When mode, this vehicle can be communicated by the communication mode with nearby vehicle, i.e., is sent out to nearby vehicle by the communication port Send evacuation information.
Here nearby vehicle includes this vehicle, i.e., in the worst case, only controls this vehicle and avoided.
In yet another embodiment of the present invention, S1 obtain S13 further comprising the steps of to the result of detection of road conditions and S14。
S13 obtains the identification data of this vehicle nearby vehicle.
Identification data refers to representing that the unique identification data of vehicle, identification data can be the car plates of vehicle Number or the unique identification data of other definition.
Identification data can be presented by one or more different forms.Such as:Pass through the number-plate number or two Tie up code.
S14, identity-based identification data obtain the vehicle Rankine-Hugoniot relations and mailing address of this vehicle nearby vehicle.
Identity-based identifies that the mailing address that data obtain this vehicle nearby vehicle is specially:Identity-based identifies data access Server obtains mailing address corresponding with identification data.Wherein, mailing address is the IP address or MAC of vehicle Location.Identity-based identifies that the vehicle Rankine-Hugoniot relations that data obtain this vehicle nearby vehicle is specially:Based on the identification number of itself The nearby vehicle Rankine-Hugoniot relations of this vehicle is generated according to the identification data with nearby vehicle.
The identification data for obtaining this vehicle nearby vehicle, Yi Jiji are illustrated below in conjunction with 4 specific implementation modes The vehicle Rankine-Hugoniot relations of this vehicle nearby vehicle and the process of mailing address are obtained in identification data.
In a specific embodiment, identification data is the number-plate number, and carries the carrier of identification data For car plate.Specifically, the vehicle front of this vehicle and vehicle body rear are provided with camera, which is used for the front vehicle to this vehicle And the number-plate number of front vehicle take pictures, and result of taking pictures is sent to the Vehicle License Plate Recognition System of this vehicle, Car license recognition Photo is identified in system, to obtain this vehicle fore-aft vehicle the number-plate number.In the vehicle for the fore-aft vehicle for obtaining this vehicle After trade mark code, this vehicle generates the arrangement of this vehicle and fore-aft vehicle based on the number-plate number of itself and the number-plate number of fore-aft vehicle Relationship, and based between vehicle communication interaction or with server interact generate nearby vehicle Rankine-Hugoniot relations.Generating week After the Rankine-Hugoniot relations of side vehicle, this vehicle can find the vehicle for waiting being sent to evacuation information based on the Rankine-Hugoniot relations of nearby vehicle Trade mark code, and the mailing address (IP address or MAC Address) of the vehicle is obtained based on the number-plate number from server, to this Mailing address sends evacuation information.Wherein, the Rankine-Hugoniot relations of nearby vehicle is generated based on the communication interaction between vehicle, it is specific to wrap It includes:Pass through DSRC (Dedicated Short Range Communications Dedicated Short Range Communications technology), LTE-V, 5G Equal communication modes receive the number-plate number and Rankine-Hugoniot relations of vehicle itself and its fore-aft vehicle that nearby vehicle is sent, and are based on connecing The number-plate number and Rankine-Hugoniot relations and Ben Che of receipts and the Rankine-Hugoniot relations of fore-aft vehicle generate the Rankine-Hugoniot relations of nearby vehicle.It is based on With server interact generate nearby vehicle Rankine-Hugoniot relations, including:This vehicle is by base station by the car plate of Ben Che and fore-aft vehicle Number and Rankine-Hugoniot relations are sent to server, and the car plate of the vehicle itself and its fore-aft vehicle from server acquisition nearby vehicle Number and Rankine-Hugoniot relations, to generate the Rankine-Hugoniot relations of nearby vehicle.
In another embodiment, identification data is the unique identifier defined in advance to each vehicle, And the carrier for carrying identification data is Quick Response Code.Specifically, the vehicle front of this vehicle and vehicle body rear are provided with camera, The camera is for taking pictures to the front vehicles of this vehicle and the Quick Response Code of front vehicle, and the result that will take pictures is sent to this vehicle Quick Response Code identifying system, photo is identified in Quick Response Code identifying system, knows to obtain the identity of fore-aft vehicle of this vehicle Other data.After the identification data for the fore-aft vehicle for obtaining this vehicle, this vehicle is based on the identification data of itself with before The identification data of rear vehicle generates the Rankine-Hugoniot relations of this vehicle and fore-aft vehicle, and based between vehicle communication interaction or with The interaction of server generates the Rankine-Hugoniot relations of nearby vehicle.After the mutual arrangement relationship for generating multiple vehicles, this vehicle can be with Based on the Rankine-Hugoniot relations for generating nearby vehicle, the corresponding identification data of vehicle for waiting being sent to evacuation information is found, and The mailing address of the vehicle is obtained from server based on the identification data, to send evacuation information to the mailing address. Wherein, the Rankine-Hugoniot relations that nearby vehicle is generated based on the communication interaction between vehicle, is specifically included:DSRC can be passed through The communication modes such as (Dedicated ShortRange Communications Dedicated Short Range Communications technology), LTE-V, 5G connect Receive the identification data and Rankine-Hugoniot relations of vehicle itself and its fore-aft vehicle that nearby vehicle is sent, and the identity based on reception Identify that data and Rankine-Hugoniot relations and the Rankine-Hugoniot relations of Ben Che and fore-aft vehicle generate the Rankine-Hugoniot relations of nearby vehicle.Based on clothes The interaction of business device generates the Rankine-Hugoniot relations of nearby vehicle, including:This vehicle is by base station by the identification of Ben Che and fore-aft vehicle Data and Rankine-Hugoniot relations are sent to server, and the identity of the vehicle itself and its fore-aft vehicle from server acquisition nearby vehicle Data and Rankine-Hugoniot relations are identified, to generate the Rankine-Hugoniot relations of nearby vehicle.
In another embodiment, identification data is the unique identifier of definition, and carries identification The carrier of data is RFID tag.
Specifically, (Dedicated Short Range Communications special short distances are logical by DSRC for this vehicle Letter technology), the communication ports such as LTE-V, 5G get RFID tag and the geographical location of surrounding vehicles, and based on acquisition around The RFID tag of vehicle and geographical location generate vehicle Rankine-Hugoniot relations.Alternatively, this vehicle obtains the vehicle of surrounding vehicles from server (geographical location of itself and RFID tag are uploaded to server to Rankine-Hugoniot relations by vehicle in real time, and server is based on each vehicle The geographical location of biography and RFID tag generate vehicle Rankine-Hugoniot relations).After obtaining the Rankine-Hugoniot relations of nearby vehicle, this vehicle can be with Rankine-Hugoniot relations based on nearby vehicle finds the corresponding identification data of vehicle for waiting being sent to evacuation information, and is based on The identification data obtains the mailing address of the vehicle from server, to send evacuation information to the mailing address.
In another implementation concrete mode, identification data is the unique identifier of definition, and carries identification The carrier of data is Quick Response Code and RFID tag.
Specifically, the vehicle front of this vehicle and vehicle body rear are provided with camera, which is used for the front to this vehicle Vehicle and the Quick Response Code of front vehicle are taken pictures, and result of taking pictures is sent to the Quick Response Code identifying system of this vehicle, Quick Response Code Photo is identified in identifying system, to obtain this vehicle fore-aft vehicle identification data.This vehicle passes through DSRC The communication ports such as (Dedicated Short Range Communications Dedicated Short Range Communications technology), LTE-V, 5G connect Receive the RFID tag of nearby vehicle broadcast.Identity-based identifies that data and RFID tag obtain the Rankine-Hugoniot relations of nearby vehicle.This Vehicle can find the corresponding identification of vehicle for waiting being sent to evacuation information based on the Rankine-Hugoniot relations of the nearby vehicle of generation Data and mailing address, to send evacuation information to the mailing address.
The travel direction of this vehicle nearby vehicle is obtained by way of following steps S131 or S132.
S131, if this vehicle can by DSRC (Dedicated Short Range Communications, it is special short Distance communication technology), the communication modes such as LTE-V, 5G communicated with other nearby vehicles, then before being received by the communication port Its own travel direction of square vehicle broadcasted.
S132, if DSRC (Dedicated Short Range Communications special short distances cannot be passed through The communication technology), the communication modes such as LTE-V, 5G communicated with front vehicles, then pass through the travel speed V1 of this vehicle and other weeks The comparison with the relative velocity V2 of this vehicle of side vehicle obtains the travel directions of other nearby vehicles, and (specific manner of comparison is aforementioned By the agency of, details are not described herein again).For this vehicle:Or it can be with from vehicle-mounted compass sensor from vehicle mounted guidance data Obtain the travel direction of this vehicle;The travel speed V1 of this vehicle can be obtained from sensors such as vehicle-mounted velometers.
After the travel direction for obtaining this vehicle nearby vehicle, the traveling side of the travel direction and front vehicles of this vehicle is judged To whether on the contrary.If the travel direction of the travel direction of this vehicle and front vehicles on the contrary, if illustrate that this vehicle and front vehicles must There must be a side to be avoided (i.e. this vehicle is the first bus travelled in the same direction)., whereas if the travel direction and front of this vehicle Travel direction is identical, then it is the first bus travelled in the same direction to illustrate this vehicle not, need not negotiate to avoid with front vehicles, it is only necessary to receive The evacuation of first bus instructs.
Fig. 3 is the step flow chart of the second embodiment of preventing collision method of the present invention.
Fig. 4 is the schematic diagram of a scenario of embodiment application shown in Fig. 3.
As shown in figure 3, embodiment of the present invention is used for the scene of more vehicle meetings.Preventing collision method includes the following steps S10- S30:
S10 obtains the live state information of meeting.
Wherein, the live state information is sensor gathered data and/or nearby vehicle feedback information.The nearby vehicle is anti- Feedforward information includes the second evacuation rule.
S20 adjusts the evacuation rule according to the live state information;
If the second evacuation rule in nearby vehicle feedback information indicates that this vehicle is evacuation side, anti-according to nearby vehicle Feedforward information adjustment evacuation rule.
Evacuation rule after adjustment is sent at least one nearby vehicle by S30.
Specifically, if nearby vehicle feedback information indicates that this vehicle is evacuation side, evacuation instruction is generated, and keep away described Instruction is allowed to be sent to one or more front vehicles identical with this vehicle travel direction.Evacuation instruction for control vehicle into Row evacuation to realize that controlling this vehicle is avoided, and controls and receives the vehicle that evacuation instructs and is avoided.
Wherein, when sending evacuation rule, it can once send an evacuation rule and be kept away based on what the evacuation rule generated The side's of allowing information, the evacuation side's information that can also once send a plurality of evacuation rule and be generated based on every evacuation rule.When each When sending an evacuation rule, response message of the front vehicles based on the evacuation rule is obtained;If the response message is Confirmation message then generates evacuation instruction;If the response message is NACK messages, other evacuation rules are sent, until It is confirmation message to get response of the front vehicles based on a certain item evacuation rule.
Wherein, evacuation rule includes:According in the result of detection vehicle distances and after can crossing place distance In far and near information, the transmits information of vehicle, communications address information and the congestion in road situation information in vehicle evacuation direction At least one determines evacuation side.
If according to vehicle distances thereafter can the distance of crossing place determine evacuation side, including step S201- S206:
S201 obtains the width of the road at the rear of this vehicle;
Embodiment one:In the case that vehicle has high-precision map, road width data are obtained from map datum, after search To the width of road, the width of the road at the rear of this vehicle is obtained.
Embodiment two:In the case that vehicle does not have high-precision map, vehicle persistently measures road width itself, knot Map route is closed, is persistently recorded within the scope of certain time (such as 30 minutes) or certain distance (such as 800 meters of ranges) The road width data of route.Record data include travel route figure, the route GPS location at change width and road width Value, to obtain the width of the road at the rear of this vehicle from record data.
S202, the width of the road based on the rear judge the road at rear with the presence or absence of can meeting point.
Compare the sum of the width of road width L and dual-way vehicle C1+C2, if L-C1-C2 is more than Safe width.
S203, if it is present calculate described in can meeting point this vehicle of positional distance position distance;
S204, obtain front vehicles apart from its rear can meeting point distance;
S205, compares two distance values, and judgement is evacuation side apart from a small side or apart from a big side;
S206, the evacuation side based on judgement generate evacuation side's information.
If determining evacuation side, specific steps S211-S212 according to the travel direction of vehicle:
S211 obtains the travel direction of this vehicle and the travel direction of front vehicles;
S212, it is evacuation side that judgement, which meets a side of preset preferential travel direction,;
Preset preferential travel direction is for example:Travel priority is travelled in westwards eastwards, and the vehicle westwards travelled is avoided; Likewise, south orientation travel priority is travelled in north orientation, the southeast is travelled to travel priority in north-westward, and southwest is to travel priority in northeast To traveling.
S213, the evacuation side based on judgement generate evacuation side's information.
If determining evacuation side according to mailing address;Then include the following steps S221-S224:
S221 obtains the mailing address of this vehicle and the mailing address of front vehicles.
Wherein, mailing address is:RFID is encoded or IP address.RFID codings can directly pass through RFID chip wireless induction Goods;IP address directly obtains peer IP address and port numbers when two cars communicate.
S222, it is evacuation side that judgement mailing address, which meets a side of preset priority communication address,;
Such as:Compare the size for the one digit number specified in mailing address code.It is evacuation side or small one to specify a big side Orientation evacuation side.
S221, the evacuation side based on judgement generate evacuation side's information.
If determining evacuation side according to the congestion in road situation of the direction of retreat of vehicle, include the following steps S231- S233:
S231 obtains the congestion in road degree value of this vehicle direction of retreat and the congestion in road degree value of front vehicles.Road Congestion level can be obtained from traffic information center, or the route being indecisive and changeable from navigation command real-time jam situation.
S232 judges that the smaller side of congestion in road degree value or a larger side are evacuation side;
S233, the evacuation side based on judgement generate evacuation side's information.
Fig. 5 is a kind of module relationship signal of an embodiment of automatic driving vehicle avoiding device provided by the invention Figure.
As shown in figure 5, in embodiments of the present invention, automatic driving vehicle avoiding device includes:Data acquisition module is sentenced Disconnected module, evacuation information generating module and evacuation information sending module,.
Data acquisition module, for obtaining the result of detection to road conditions.Data acquisition module includes:Detection data obtains mould Block and detection data analysis module.
Detection data acquisition module, for obtaining the detection data to road conditions.Detection data includes road width, on road The relative velocity of the width of object and the object and this vehicle.The spies such as laser or the radar on vehicle are installed in particular by utilization Device is surveyed to detect to obtain detection data the object on road and road.
Detection data analysis module obtains result of detection for being analyzed detection data.According to object and this vehicle Whether it is obstacle that whether the comparison result judgment object of the travel speed V1 of relative velocity V2 and Ben Che are vehicle, judgment object The travel direction of object, judgment object;Judged according to the difference of object and the travel speed V1 of the relative velocity V2 and Ben Che of this vehicle The travel speed of object.
Wherein, the relative velocity V2 of object and this vehicle is obtained according to detection data, and the travel speed V1 of this vehicle can pass through Navigation system is obtained or is obtained according to the opposite variation calculation of itself GPS location.Specifically, if V1=V2, judge object Body is barrier;If V1 ≠ v2, judge object for vehicle;If V1<V2 then judges object for vehicle, and the vehicle with This vehicle travel direction is opposite;If V1>V2 then judges object for vehicle, and the vehicle is identical as this vehicle travel direction.According to V1 With the difference of V2, front vehicles travel speed is calculated:When travel direction is opposite, front vehicles travel speed is V2-V1;Traveling side To it is identical when, front vehicles speed is V1-V2 (V2 values can be positive value or negative value).Based on comparing the analysis of V2 and V1, It can obtain, if barrier is not present in road, result of detection includes:The width of road and the width of front vehicles;If There are barriers, then result of detection to further include for road:The width of barrier.
Judgment module will determine that result is sent to evacuation for judging whether result of detection meets preset meeting condition Rule Information generation module.
Whether preset meeting condition is to judge the difference of the width of each object on the width and road of road more than preset Safety meeting distance.If result of detection is unsatisfactory for preset meeting condition, illustrates that road cannot meet meeting, at this time need Consider Avoidance., whereas if result of detection meets preset meeting condition, then illustrate the width meeting of disclosure satisfy that of road The case where vehicle is in this case not have to evacuation, and what the present invention solved, which is the width of road, cannot meet meeting, therefore this Kind situation is not within the scope of the consideration of the present invention.
In yet another embodiment of the present invention, road is held sway there is no when barrier, and preset meeting condition is: L1-C1-C2≥2*S1;Wherein, L1 is the width of road, and C1 is the width of front vehicles, and C2 is the width of this vehicle, and S1 is default Following distance.In yet another embodiment of the present invention, road is held sway there are when barrier, and preset meeting condition is:L1- C1-C2≥2*S1+S2;Wherein, L1 is the width of road, and C1 is the width of front vehicles, and C2 is the width of this vehicle, and S1 is default Following distance, S2 be barrier width.
Avoiding rule is pre-set and is stored in vehicle-mounted memory, can also be stored in remote server, root According to the triggering of user evacuation rule is obtained from remote server.Evacuation rule refers to determining the double of meeting according to default rule Just which side is the rule of evacuation side.In order to enable the public is better understood from evacuation rule of the present invention, evacuation rule Any one of following rule may be used:First rule:According to vehicle distances thereafter can the distance of crossing place determine Fixed evacuation side;Second Rule:Evacuation side is determined according to the travel direction of vehicle;Third rule:It determines to avoid according to mailing address Side;4th rule:Evacuation side is determined according to the congestion in road situation of the direction of retreat of vehicle.It should be noted that in addition to this four Except kind rule, it can also determine which side is evacuation side using other rules, it is listed above for example, by using random method The evacuation rule gone out can not limit protection scope of the present invention.
Information generating module is avoided, if the judging result of judgment module, which is result of detection, is unsatisfactory for preset meeting condition, Evacuation information is then generated according to the result of detection and the evacuation rule to prestore.
It includes evacuation rule and evacuation result to generate evacuation information.The evacuation result makes a decision the evacuation side's vehicle. It may be front vehicles, front vehicle to avoid result, it is also possible to this vehicle.
Information sending module is avoided, for sending evacuation information at least one nearby vehicle, so that described at least one Nearby vehicle carries out meeting according to the evacuation information.
Nearby vehicle can be manned vehicle, and having can be with automatic driving vehicle.When nearby vehicle and Ben Che are supported The communications such as DSRC (Dedicated Short Range Communications, Dedicated Short Range Communications technology), LTE-V, 5G When mode, this vehicle can be communicated by the communication mode with nearby vehicle, i.e., is sent out to nearby vehicle by the communication port Send evacuation information.
Here nearby vehicle includes this vehicle, i.e., in the worst case, only controls this vehicle and avoided.
Fig. 6 is the hardware architecture diagram of electronic equipment provided by the invention.
As shown in fig. 6, the present invention also provides a kind of electronic equipment, including:One or more processors and memory, In Fig. 6 by taking a processor as an example.Further, electronic equipment can also include:Input unit and output device.
Processor, memory, input unit and output device can be connected by bus or other modes, with logical in Fig. 6 It crosses for the mode of bus connection.
The present invention is implemented it will be understood by those skilled in the art that the structure of electronic equipment shown in Fig. 6 is not constituted The restriction of example, it, either busbar network, can also be hub-and-spoke configuration, can also include than illustrating more or fewer portions Part either combines certain components or different components arrangement.
Processor can be made of integrated circuit (IntegratedCircuit, abbreviation IC), such as can be encapsulated by single IC formed, can also be formed by connecting the encapsulation IC of more identical functions or different function.For example, processor can Can also be CPU, digital signal processor only to include central processing unit (CentralProcessingUnit, abbreviation CPU) (digitalsignalprocessor, abbreviation DSP), graphics processor (GraphicProcessingUnit, abbreviation GPU) and The combination of various control chips.In embodiments of the present invention, CPU can be single operation core, can also include multioperation core The heart.
Memory as a kind of non-transient computer readable storage medium, can be used for storing non-transient software program, it is non-temporarily State computer class executes program and module, as the corresponding program instruction of automatic driving vehicle device in the embodiment of the present application/ Module is (for example, the regular sending module of attached data acquisition module shown in fig. 5, judgment module, evacuation and evacuation instruction generate mould Block).Processor is stored in non-transient software program, instruction and the module of memory by operation, to execute server The processing method of above-mentioned automatic driving vehicle preventing collision method embodiment is realized in various function application and data processing.
Memory may include storing program area and storage data field, wherein storing program area can storage program area, extremely A few required application program of function;In embodiments of the present invention, operating system can be android system, iOS system Or Windows operating system etc..Storage data field can be stored uses created data according to automatic driving vehicle device Deng.Can also include non-transient memory in addition, memory may include high-speed random access memory, for example, at least one Disk memory, flush memory device or other non-transient solid-state memories.In some embodiments, the optional packet of memory Include the memory remotely located relative to processor.The embodiment of above-mentioned network include but not limited to internet, intranet, LAN, mobile radio communication and combinations thereof.
Input unit can receive the number or character information of input, and generate the user with the processing unit of list operation Setting and the related key signals input of function control.Input unit may include touch screen, keyboard, mouse etc., can also wrap Include wireline interface, wireless interface etc..Output device may include the equipment such as display screen, loud speaker, can also include wireline interface, nothing Line interface etc..
It should be understood that the above-mentioned specific implementation mode of the present invention is used only for exemplary illustration or explains the present invention's Principle, but not to limit the present invention.Therefore, that is done without departing from the spirit and scope of the present invention is any Modification, equivalent replacement, improvement etc., should all be included in the protection scope of the present invention.In addition, appended claims purport of the present invention Covering the whole variations fallen into attached claim scope and boundary or this range and the equivalent form on boundary and is repairing Change example.

Claims (10)

1. a kind of automatic driving vehicle preventing collision method, which is characterized in that including:
Obtain the result of detection to road conditions;
When the result of detection is unsatisfactory for preset meeting condition, generated according to the result of detection and preset evacuation rule Avoid information;The evacuation information includes the evacuation rule;
The evacuation information is sent at least one nearby vehicle, so that at least one nearby vehicle is believed according to the evacuation Breath carries out meeting.
2. according to the method described in claim 1, it is characterized in that, the acquisition further includes to the result of detection of road conditions:
Obtain the travel direction and identification data of nearby vehicle;
Identity-based identification data obtain the vehicle Rankine-Hugoniot relations and mailing address of this vehicle nearby vehicle.
3. according to the method described in claim 1, it is characterized in that, the preset meeting condition is:L1-C1-C2≥2*S1 Or L1-C1-C2 >=2*S1+S2;Wherein, L1 is the width of road, and C1 is the width of front vehicles, and C2 is the width of this vehicle, S1 is preset following distance, and S2 is barrier width.
4. according to the method described in claim 2, it is characterized in that, the identification data be the number-plate number or it is scheduled only One identification code.
5. according to the method described in claim 2, it is characterized in that, the carrier of the identification data be car plate, Quick Response Code, One or more of RFID tag.
6. according to the method described in claim 2, it is characterized in that, the method further includes:
Obtain the live state information of meeting;
The evacuation rule is adjusted according to the live state information;
Evacuation rule after adjustment is sent at least one nearby vehicle.
7. according to the method described in claim 6, it is characterized in that, the live state information is sensor gathered data and/or week Side vehicle feedback information.
8. being advised the method according to the description of claim 7 is characterized in that the nearby vehicle feedback information includes the second evacuation Then.
9. according to the method described in claim 2, it is characterized in that, it is described obtain nearby vehicle travel direction, including:
Receive its own travel direction that nearby vehicle is broadcasted;Or the comparison result by current vehicle speed and opposite travel speed Obtain the travel direction of nearby vehicle.
10. according to claim 1-9 any one of them methods, which is characterized in that the evacuation rule includes:
According in the result of detection vehicle distances and after can crossing place distance information, the travel direction of vehicle At least one in the congestion in road situation information of information, communications address information and vehicle evacuation direction determines evacuation side.
CN201810074150.5A 2018-01-25 2018-01-25 Unmanned vehicle avoidance method and device and electronic equipment Active CN108399792B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810074150.5A CN108399792B (en) 2018-01-25 2018-01-25 Unmanned vehicle avoidance method and device and electronic equipment

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810074150.5A CN108399792B (en) 2018-01-25 2018-01-25 Unmanned vehicle avoidance method and device and electronic equipment

Publications (2)

Publication Number Publication Date
CN108399792A true CN108399792A (en) 2018-08-14
CN108399792B CN108399792B (en) 2021-06-29

Family

ID=63094976

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810074150.5A Active CN108399792B (en) 2018-01-25 2018-01-25 Unmanned vehicle avoidance method and device and electronic equipment

Country Status (1)

Country Link
CN (1) CN108399792B (en)

Cited By (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109062222A (en) * 2018-09-04 2018-12-21 盐城骏拔汽车零部件有限公司 Automatic driving vehicle managing and control system and method
CN109116850A (en) * 2018-09-04 2019-01-01 盐城骏拔汽车零部件有限公司 Automatic driving vehicle managing and control system and method
CN109300324A (en) * 2018-11-30 2019-02-01 北京小马智行科技有限公司 A kind of environment information acquisition method and device of pilotless automobile
CN109901578A (en) * 2019-03-01 2019-06-18 深圳优地科技有限公司 A kind of method, apparatus and terminal device controlling multirobot
CN110009934A (en) * 2019-05-17 2019-07-12 魏远良 A kind of rural highway lay-by safety pre-warning system and method for early warning
CN110221605A (en) * 2019-05-16 2019-09-10 厦门理工学院 Meeting method, apparatus, equipment and the storage medium of pilotless automobile
CN110456794A (en) * 2019-08-12 2019-11-15 北京洛必德科技有限公司 Robot priority pass control method and system based on 5G communication
CN110597269A (en) * 2019-09-30 2019-12-20 潍柴动力股份有限公司 Vehicle autonomous obstacle avoidance method and vehicle autonomous obstacle avoidance system
WO2020057406A1 (en) * 2018-09-21 2020-03-26 阿里巴巴集团控股有限公司 Driving aid method and system
CN111243331A (en) * 2019-04-23 2020-06-05 绿桥(泰州)生态修复有限公司 On-site information identification feedback method
CN111260960A (en) * 2020-02-23 2020-06-09 长安大学 Early warning method for vehicle on-road driving in tunnel road section
CN111526498A (en) * 2019-02-05 2020-08-11 株式会社电装 Station and vehicle-mounted device
CN112634632A (en) * 2020-12-15 2021-04-09 北京百度网讯科技有限公司 Vehicle scheduling method and device, electronic equipment and storage medium
CN114927000A (en) * 2022-05-17 2022-08-19 重庆长安汽车股份有限公司 Narrow road meeting reminding method and system, vehicle and storage medium
TWI812904B (en) * 2020-12-09 2023-08-21 鴻海精密工業股份有限公司 Automatic dodging method and autonomous device thereof

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101813492A (en) * 2010-04-19 2010-08-25 清华大学 Vehicle navigation system and method
CN102509474A (en) * 2011-11-09 2012-06-20 深圳市伊爱高新技术开发有限公司 System and method for automatically preventing collision between vehicles
CN103617747A (en) * 2013-11-07 2014-03-05 北京智谷睿拓技术服务有限公司 Information processing method, vehicle-mounted terminal and handheld equipment
CN104680841A (en) * 2015-03-12 2015-06-03 厦门奥声科技有限公司 Driving early warning method
JP2016031325A (en) * 2014-07-30 2016-03-07 アイシン・エィ・ダブリュ株式会社 Vehicle driving assist device, vehicle driving assist method, and program
CN106043104A (en) * 2016-07-20 2016-10-26 上海小糸车灯有限公司 LiFi-and-DLP-based automotive illumination system and vehicle illumination signal device hereof
CN206374737U (en) * 2017-01-22 2017-08-04 长城汽车股份有限公司 A kind of vehicle avoids accessory system
CN107274720A (en) * 2017-05-05 2017-10-20 广州汽车集团股份有限公司 A kind of autonomous driving vehicle and many car cooperative control methods, system
EP3253084A1 (en) * 2016-06-01 2017-12-06 Baidu USA LLC System and method for providing inter-vehicle communications amongst autonomous vehicles

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101813492A (en) * 2010-04-19 2010-08-25 清华大学 Vehicle navigation system and method
CN102509474A (en) * 2011-11-09 2012-06-20 深圳市伊爱高新技术开发有限公司 System and method for automatically preventing collision between vehicles
CN103617747A (en) * 2013-11-07 2014-03-05 北京智谷睿拓技术服务有限公司 Information processing method, vehicle-mounted terminal and handheld equipment
JP2016031325A (en) * 2014-07-30 2016-03-07 アイシン・エィ・ダブリュ株式会社 Vehicle driving assist device, vehicle driving assist method, and program
CN104680841A (en) * 2015-03-12 2015-06-03 厦门奥声科技有限公司 Driving early warning method
EP3253084A1 (en) * 2016-06-01 2017-12-06 Baidu USA LLC System and method for providing inter-vehicle communications amongst autonomous vehicles
CN106043104A (en) * 2016-07-20 2016-10-26 上海小糸车灯有限公司 LiFi-and-DLP-based automotive illumination system and vehicle illumination signal device hereof
CN206374737U (en) * 2017-01-22 2017-08-04 长城汽车股份有限公司 A kind of vehicle avoids accessory system
CN107274720A (en) * 2017-05-05 2017-10-20 广州汽车集团股份有限公司 A kind of autonomous driving vehicle and many car cooperative control methods, system

Cited By (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109116850A (en) * 2018-09-04 2019-01-01 盐城骏拔汽车零部件有限公司 Automatic driving vehicle managing and control system and method
CN109062222A (en) * 2018-09-04 2018-12-21 盐城骏拔汽车零部件有限公司 Automatic driving vehicle managing and control system and method
WO2020057406A1 (en) * 2018-09-21 2020-03-26 阿里巴巴集团控股有限公司 Driving aid method and system
CN110936960A (en) * 2018-09-21 2020-03-31 阿里巴巴集团控股有限公司 Driving assisting method and system
CN109300324A (en) * 2018-11-30 2019-02-01 北京小马智行科技有限公司 A kind of environment information acquisition method and device of pilotless automobile
CN111526498B (en) * 2019-02-05 2024-03-12 株式会社电装 Station and in-vehicle device
CN111526498A (en) * 2019-02-05 2020-08-11 株式会社电装 Station and vehicle-mounted device
CN109901578A (en) * 2019-03-01 2019-06-18 深圳优地科技有限公司 A kind of method, apparatus and terminal device controlling multirobot
CN109901578B (en) * 2019-03-01 2022-07-05 深圳优地科技有限公司 Method and device for controlling multiple robots and terminal equipment
CN111243331A (en) * 2019-04-23 2020-06-05 绿桥(泰州)生态修复有限公司 On-site information identification feedback method
CN110221605A (en) * 2019-05-16 2019-09-10 厦门理工学院 Meeting method, apparatus, equipment and the storage medium of pilotless automobile
CN110009934A (en) * 2019-05-17 2019-07-12 魏远良 A kind of rural highway lay-by safety pre-warning system and method for early warning
CN110456794A (en) * 2019-08-12 2019-11-15 北京洛必德科技有限公司 Robot priority pass control method and system based on 5G communication
CN110597269A (en) * 2019-09-30 2019-12-20 潍柴动力股份有限公司 Vehicle autonomous obstacle avoidance method and vehicle autonomous obstacle avoidance system
CN111260960A (en) * 2020-02-23 2020-06-09 长安大学 Early warning method for vehicle on-road driving in tunnel road section
CN111260960B (en) * 2020-02-23 2021-08-10 长安大学 Early warning method for vehicle on-road driving in tunnel road section
TWI812904B (en) * 2020-12-09 2023-08-21 鴻海精密工業股份有限公司 Automatic dodging method and autonomous device thereof
CN112634632A (en) * 2020-12-15 2021-04-09 北京百度网讯科技有限公司 Vehicle scheduling method and device, electronic equipment and storage medium
CN112634632B (en) * 2020-12-15 2022-05-13 阿波罗智联(北京)科技有限公司 Vehicle scheduling method and device, electronic equipment and storage medium
CN114927000A (en) * 2022-05-17 2022-08-19 重庆长安汽车股份有限公司 Narrow road meeting reminding method and system, vehicle and storage medium

Also Published As

Publication number Publication date
CN108399792B (en) 2021-06-29

Similar Documents

Publication Publication Date Title
CN108399792A (en) A kind of automatic driving vehicle preventing collision method, device and electronic equipment
US11967230B2 (en) System and method for using V2X and sensor data
JP7437892B2 (en) Intermediate vehicle repeater for off-range vehicles
US20210009118A1 (en) Extension to safety protocols for autonomous vehicle operation
KR20190011582A (en) Electronic device for identifying external vehicle changing identification based on data associated with movement of external vehicle
US11244565B2 (en) Method and system for traffic behavior detection and warnings
US11708041B2 (en) Vehicle and passenger transportation system
CN114175126A (en) Object classification based on wireless communication
JPWO2018151179A1 (en) In-vehicle communication device, in-vehicle device, in-vehicle communication system, communication control method, and communication control program
US11743700B2 (en) Evaluating vehicle-to-everything (V2X) information
US20210362727A1 (en) Shared vehicle management device and management method for shared vehicle
CN117099385A (en) Detecting improper behavior conditions in a vehicle networking (V2X) message
US11823554B2 (en) Methods for embedding protected vehicle identifier information in cellular vehicle-to-everything (C-V2X) messages
KR101850254B1 (en) Inter-Vehicle Communication System For Supporting Connected Car Environment
JP2018124911A (en) Vehicle control device, vehicle control method, and vehicle control program
US11333523B2 (en) Vehicle control device, output device, and input and output device
CN116868591A (en) Method and system for generating confidence values in positioning overlap verification using a vehicle threshold model
US20220410904A1 (en) Information processing device, information processing system and information processing method
JP2024504115A (en) Vehicle-to-everything (V2X) fraud detection using a local dynamic map data model
WO2020136893A1 (en) Communication system, communication terminal, control method, program, and storage medium storing program
WO2023274308A1 (en) Information processing method, and device
Huang An Improved Framework for C-V2X Systems with Data Integration and Identity-based Authentication
Aguilar-Rivera et al. Evaluation of AI-based Smart-Sensor Deployment at the Extreme Edge of a Software-Defined Network
KR20230156040A (en) Methods and systems for communicating V2X (Vehicle-To-Everything) information
CN116746187A (en) Vehicle-to-everything (V2X) misbehavior detection using local dynamic map data model

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant