CN107807633A - A kind of roadside device, mobile unit and automatic Pilot cognitive method and system - Google Patents

A kind of roadside device, mobile unit and automatic Pilot cognitive method and system Download PDF

Info

Publication number
CN107807633A
CN107807633A CN201710892457.1A CN201710892457A CN107807633A CN 107807633 A CN107807633 A CN 107807633A CN 201710892457 A CN201710892457 A CN 201710892457A CN 107807633 A CN107807633 A CN 107807633A
Authority
CN
China
Prior art keywords
target
information
status information
target area
movable information
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.)
Pending
Application number
CN201710892457.1A
Other languages
Chinese (zh)
Inventor
李文锐
吴楠
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.)
Beijing Tusimple Technology Co Ltd
Original Assignee
Beijing Tusimple Future Technology Co Ltd
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 Beijing Tusimple Future Technology Co Ltd filed Critical Beijing Tusimple Future Technology Co Ltd
Priority to CN201710892457.1A priority Critical patent/CN107807633A/en
Priority to CN202011548925.1A priority patent/CN112731911A/en
Publication of CN107807633A publication Critical patent/CN107807633A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/0088Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots characterized by the autonomous decision making process, e.g. artificial intelligence, predefined behaviours
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R16/00Electric or fluid circuits specially adapted for vehicles and not otherwise provided for; Arrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for
    • B60R16/02Electric or fluid circuits specially adapted for vehicles and not otherwise provided for; Arrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for electric constitutive elements
    • B60R16/023Electric or fluid circuits specially adapted for vehicles and not otherwise provided for; Arrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for electric constitutive elements for transmission of signals between vehicle parts or subsystems
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0231Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0231Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means
    • G05D1/0246Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means using a video camera in combination with image processing means
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0257Control of position or course in two dimensions specially adapted to land vehicles using a radar
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00Television systems
    • H04N7/18Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Remote Sensing (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Automation & Control Theory (AREA)
  • General Physics & Mathematics (AREA)
  • Electromagnetism (AREA)
  • Multimedia (AREA)
  • Business, Economics & Management (AREA)
  • Medical Informatics (AREA)
  • Game Theory and Decision Science (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Health & Medical Sciences (AREA)
  • Signal Processing (AREA)
  • Mechanical Engineering (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Traffic Control Systems (AREA)

Abstract

The present invention relates to automatic Pilot technical field, more particularly to a kind of roadside device, mobile unit and automatic Pilot cognitive method and system, roadside device, for detecting target area, obtain the detection data of target in target area, and according to the detection data of target in the target area, the movable information and status information of target in the target area are determined, and the movable information of the target and status information are sent to mobile unit;Mobile unit, the movable information and status information of the target sent for receiving the roadside device.Technical solution of the present invention can provide the environmental information of blind area by roadside device for vehicle, it is enable to environmental information that is real-time, being accurately obtained vehicle blind zone, the accuracy of wagon control is improved, such as truck reversing, handling goods is solved the problems, such as and blind area environmental information can not be known.

Description

A kind of roadside device, mobile unit and automatic Pilot cognitive method and system
Technical field
The present invention relates to automatic Pilot technical field, more particularly to a kind of roadside device, mobile unit and automatic Pilot Cognitive method and system.
Background technology
Generally, automatic Pilot technology can probably be divided into three parts:Perception, decision-making and control.Perception is automatic Pilot Basis, with the development of various onboard sensor technologies and artificial intelligence technology, automatic Pilot technology also increasingly tends to be commercial Change.Wherein, automatic Pilot truck reduces accident rate because it can save human cost, the advantages that reducing oil consumption, market scale Up to more than trillion, it is considered to be easiest to the segmenting market for landing commercialization.But automatic Pilot truck is mainly used in transporting goods Thing, except needing solve the problems, such as automatic Pilot, it is also necessary to the technical barrier such as the automatic loading of solution, unloading, reversing, that is, Environment sensing problem when automatic Pilot truck is moved backward.
In the prior art, when truck is moved backward, it is necessary to there are other people to be aided in from side, inform whether driver's car rear has Barrier or pedestrian, but this obviously this in automated driving system is infeasible.
In the prior art, there is a kind of reversing early warning system, generally use ultrasonic radar in early warning system of moving backward, ultrasound The scope that ripple radar can detect is 0.1m~3m or so, and the delay of ultrasonic radar is generally 0.5s~1s.But it is visited Ranging from it is short, real-time is relatively low, also, do not applied to for automatic Pilot truck, this mode yet because, truck body Long, sensor is in rear view of vehicle installation and difficult wiring;Truck radius of turn is big, needs to detect in automatic backing and Discharging Process Distance it is farther, ultrasonic radar can not also meet to require;Truck can often carry additionally car, can not install sensor on trailer.These Problem has resulted in automatic Pilot truck when unloading reversing, and vehicle rear area is the blind area that can not be perceived, it is impossible in time Truck is made a policy and controlled exactly, security incident easily occurs.
The content of the invention
The embodiment of the present invention provides a kind of roadside device, mobile unit and automatic Pilot cognitive method and system, with solution The problem of certainly automatic Pilot truck can not perceive the environmental information of blind area in the prior art.
Concrete technical scheme provided in an embodiment of the present invention is as follows:
A kind of roadside device, including probe unit, trackside processing unit, RSU and trackside antenna, it is specially:
Probe unit, for detecting target area, obtain the detection data of target in target area;
Trackside processing unit, is connected with probe unit and RSU respectively, for the detection according to target in the target area Data, determine the movable information and status information of target in the target area;
RSU, for by the movable information and status information of the target, mobile unit to be sent to by trackside antenna.
A kind of automatic Pilot cognitive method, including:
Target area is detected, obtains the detection data of target in target area;
According to the detection data of target in the target area, the movable information and shape of target in the target area are determined State information;
By the movable information and status information of the target, mobile unit is sent to by trackside antenna.
A kind of mobile unit, including OBU, on-board processing unit and car antenna, it is specially:
OBU, it is connected with on-board processing unit, mesh in the target area for receiving roadside device transmission by car antenna Target movable information and status information, and the movable information of the target and status information are sent to on-board processing unit;
On-board processing unit, the movable information and status information of the target for receiving OBU transmissions.
A kind of automatic Pilot cognitive method, including:
Obtain the movable information and status information of target in the target area that roadside device is sent.
A kind of automatic Pilot sensory perceptual system, including roadside device and mobile unit, it is specially:
Roadside device, for detecting target area, the detection data of target in target area is obtained, and according to the target The detection data of target in region, determines the movable information and status information of target in the target area, and by the mesh Target movable information and status information are sent to mobile unit;
Mobile unit, the movable information and status information of the target sent for receiving the roadside device.
Using technical solution of the present invention, vehicle is being got outside the environmental information of onboard sensor acquisition, additionally it is possible to from Roadside device receives the environmental information of target area, can more comprehensively and accurately obtain the environmental information of vehicle-surroundings, be car It can make more accurate decision-making and control provides the foundation of more horn of plenty.For truck, truck at present It is difficult to get blind area (region of truck afterbody, such as unloading area, cargo area or parking areas by onboard sensor Deng) environmental information, therefore, using technical solution of the present invention, the environment that can provide blind area for vehicle by roadside device is believed Breath, environmental information that is real-time, being accurately obtained vehicle blind zone is enable to, the accuracy of wagon control is improved, solves Such as truck reversing, handling goods and the problem of blind area environmental information can not be known.
Brief description of the drawings
Fig. 1 is automatic Pilot sensory perceptual system structural representation in the embodiment of the present invention;
Fig. 2 is roadside device structural representation in the embodiment of the present invention;
Fig. 3 is mobile unit structural representation in the embodiment of the present invention;
Fig. 4 is automatic Pilot cognitive method flow chart in the embodiment of the present invention;
Fig. 5 is automatic Pilot cognitive method flow chart in the embodiment of the present invention;
Fig. 6 is automatic Pilot sensory perceptual system application scenarios structural representation in the embodiment of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete Site preparation describes, it is clear that described embodiment is only part of the embodiment of the present invention, is not whole embodiments.It is based on Embodiment in the present invention, those of ordinary skill in the art are obtained every other under the premise of creative work is not made Embodiment, belong to the scope of protection of the invention.
As shown in fig.1, in the embodiment of the present invention, automatic Pilot sensory perceptual system structural representation.
In the embodiment of the present invention, when being moved backward for the scene of automatic Pilot, particularly automatic driving vehicle, with automatic Pilot Exemplified by truck, because truck body is long, radius of turn is big, at truck vehicle rear, install sensor is relatively difficult, and needs Detection range is farther, can not also meet to require by sensor detection on vehicle body, and for automatic Pilot truck, also often have The situation of trailer, on trailer also can not install sensor, therefore, during the unloading reversing of automatic Pilot truck, on rear side of truck vehicle Region is the blind area that can not be perceived, and for automatic Pilot, can not perceive posterior region, it is impossible to it is accurate make corresponding decision and , easily there is security incident in action.
Therefore, in the embodiment of the present invention, there is provided a kind of automatic Pilot sensory perceptual system, including roadside device 1 and vehicle-mounted set Standby 2, it is effectively and accurately perceived the environmental goals information of vehicle rear area, and as decision-making and the input controlled according to According to.In the embodiment of the present invention, mobile unit can be DSP (Digital Signal Processing, Digital Signal Processing Device), FPGA (Field-Programmable Gate Array, field programmable gate array) controller, industrial computer, driving Computer, ECU (Electronic Control Unit, electronic control unit) or VCU (Vehicle Control Unit, it is whole Vehicle controller) etc., the application does not do considered critical.
Specifically:
Roadside device 1, for detecting target area, the detection data of target in target area is obtained, and according to the mesh The detection data of target in region is marked, determines the movable information and status information of target in the target area, and by described in The movable information and status information of target are sent to mobile unit 2.
Mobile unit 2, the movable information and status information of the target sent for receiving the roadside device 1.
So, the environmental information of target area can be obtained by road measuring device 1 by roadside device 1, mobile unit 2. Target area can be the region that onboard sensor can not obtain environmental information, such as parking areas, dress unloading area etc..
Refering to Fig. 2, for the structural representation of roadside device 1 in the embodiment of the present invention.
In the embodiment of the present invention, roadside device 1 includes probe unit 10, trackside processing unit 11, roadside unit (Road Side Unit, RSU) 12 and trackside antenna 13.
Above-mentioned each equipment is simply introduced below:
1) probe unit 10, for detecting target area, the detection data of target in target area is obtained.
In the embodiment of the present invention, roadside device 1 is arranged on close-proximity target zone, the specific installation site root of probe unit 10 Come according to the attribute (such as detection angle and detection range etc.) of the size for the target area for needing to detect, position and probe unit 10 It is comprehensive to determine, to enable probe unit 10 to detect whole target area.
Wherein, probe unit 10 can be camera or laser radar.
Generally, the ultimate range that general camera can detect is 50cm or so, and the ultimate range of laser radar detection can To reach 100m~150m or so.The model and its installation site of probe unit 10 can be flexibly selected according to the actual requirements.This Sample, it is possible to based on the probe unit 10, detect target area, the number of targets of the environment of loading dock for example, on rear side of truck According to.
For example, if probe unit 10 is camera, the detection data for obtaining target in target area is the image of target Data.
In another example if probe unit 10 is laser radar, the detection data for obtaining target in target area is target Cloud data.
Further, after installing probe unit 10, it is also necessary to determine and record the position of probe unit 10, it is therefore an objective to use The movable information and status information of target are calculated in trackside processing unit 11 afterwards.
In particular it is required that the position of measure probe unit 10, including longitude, dimension and height from the ground.Wherein, pass through Degree and dimension can position to obtain by surveying and drawing machine location equipment, the equipment that height from the ground can be by measuring height, example Such as obtained by height-gauge measurement.
2) trackside processing unit 11, it is connected respectively with probe unit 10 and RSU12, for according to target in target area Detection data, determine the movable information and status information of target in the target area.
Wherein, trackside processing unit 11 can be set using Nvdia Jetson TX2 or other suitable processing It is standby, in the embodiment of the present invention and it is not limited.
Trackside processing unit 11, is specifically used for:
First, according to the detection data of target in the target area, the relative status of target in target area are identified Information and relative movement information.
Wherein, the relative status information and relative movement information, represent that target is believed relative to the state of probe unit 10 Breath and movable information.For example, position and direction be relative to probe unit 10 for the coordinate system of origin for, wherein, position The distance and angle of probe unit 10 are set to, direction is to perceive the direction in the visual field in probe unit 10.
Movable information includes speed and/or route, status information include it is following any one or more:Position, class Type, size.
Wherein, target can be that dynamic object can also be stationary body, such as vehicle, pedestrian, animal, building, base Infrastructure, plant etc., the type of target is the classification of these objects, and the size of target is the size of target, for motion Target can also identify its speed and route.
For example, detection data is view data, then can be identified respectively using the image processing techniques based on deep learning Individual target, and the size of each target, type, relative position, speed and relative route.It is of course also possible to use its His image processing techniques of the prior art, is identified, in the embodiment of the present invention, and is not limited.
In another example detection data is cloud data, then can be by processing such as cloud data filtering and classification, identifying Each target, and the size of each target, type, relative position, speed and relative route.
Then, according to the installation site of the probe unit 10 of measure, and the relative status information of the target and relative Movable information, determine the status information and movable information of the target.
So, according to the installation site of the probe unit 10 of measure and detection direction, it is possible to calculate each target Absolute position, including longitude and dimension, speed and absolute route, for example, can be obtained each using due north as 0 degree The actual status information of target and movable information.
Further, it is determined that in the target area after the movable information of target and status information, trackside processing unit 11 are additionally operable to:According to pre-arranged code form, the movable information of the target and status information are encoded.Now, RSU12 has Body can be realized as follows:By according to the movable information and status information of the target after pre-arranged code said shank, pass through trackside antenna It is sent to mobile unit.
So, after according to pre-arranged code said shank, the binary data of certain length is formed, transmission safety can be improved Property and reliability.
3) RSU12, for by the movable information and status information of the target, vehicle-mounted set to be sent to by trackside antenna 13 Standby 2.
Wherein, RSU12 is that a kind of car exchanges (Vehicle to Everything, V2X) roadside unit to the information in the external world Equipment, there is V2X communication functions.
Wherein, the omnidirectional antenna of trackside antenna 13, for example, V2X communication, is directed downward during installation.
Specifically:(1) by V2X agreements, the movable information of the target and status information are encoded, and is packaged into V2X messages.
(2) according to setting cycle and transmit power, the V2X messages are sent to vehicle-mounted set by specified frequency channel Standby 2.
So, V2X messages are sent in the air interface of assigned frequency passage by RSU12, the can of mobile unit 2 from this The V2X messages are got in frequency channel.
4) fixing device, for installing and fixing the roadside device 1;The fixing device includes pedestal, trackside support Bar and cross bar, the pedestal are fixedly installed on ground, and trackside cradling piece is fixedly installed on the pedestal, cross bar and trackside branch Hack lever is connected.
, can be in the loading dock of truck suitable position selected around in fixing device for installing in the embodiment of the present invention Installation, it is preferred that selecting relatively near from loading dock, broad view position installation.
At the same time it can also set power line, it is installed in trackside cradling piece, for giving the probe unit 10, road respectively Side processing unit 11 and RSU12 power supplies.
Certainly, fixing device may not be the form of pedestal, trackside cradling piece and cross bar, in the embodiment of the present invention not Limited, as long as support and normal power supply can be stablized.
In the embodiment of the present invention, between trackside processing unit 11 and probe unit 10, trackside processing unit 11 and RSU12 Communication mode for it is following any one:Ethernet communication, usb communication.
As shown in fig.3, in the embodiment of the present invention, mobile unit structural representation.
In the embodiment of the present invention, mobile unit 2 includes board units (On Board Unit, OBU) 20, on-board processing list Member 22 and car antenna 21.
Specifically:
OBU20, it is connected with on-board processing unit 22, for receiving the target of the transmission of roadside device 1 by car antenna 21 The movable information and status information of target in region, and the movable information of the target and status information are sent to on-board processing Unit 22.
Wherein, OBU20 is a kind of V2X mobile units, has V2X communications and high-precision positioning function, high accuracy positioning skill Art can realize the centimeter-level positioning of vehicle.
In the embodiment of the present invention, OBU20 may be mounted in the driver's cabin of vehicle, and with the automated driving system phase of vehicle Even, that is, it is connected and on-board processing unit 22.
Wherein, car antenna 21 may be mounted at the top of the driver's cabin of vehicle, and be higher than car body as far as possible, so, can be with Metal car body is avoided to impact wireless signal.
So, after V2X messages are sent in the air interface of assigned frequency passage by the RSU12 of roadside device 1, OBU20 cans get V2X messages from the frequency channel.
Specifically:(1) by car antenna 21, the V2X that roadside device 1 is sent is received from the frequency channel specified Message.
(2) by V2X agreements, the V2X messages received is decoded, mesh is extracted from the V2X messages Mark the movable information and status information of target in region.
In present example, RSU12 and OBU20 realize and communicated that OBU20 is extracted by V2X protocol-decodings by V2X Valid data, at this moment, fortune of the data that OBU20 is obtained for trackside processing unit 11 according to the target after pre-arranged code said shank Dynamic information and status information.
On-board processing unit 22, the movable information and status information of the target for receiving OBU20 transmissions.
Specifically:(1) movable information and state according to the target after pre-arranged code said shank that OBU20 is sent are received Information.
(2) according to the pre-arranged code form, decoded, obtain the movable information and status information of the target.
Further, onboard sensor is provided with vehicle, the onboard sensor is not shown in figure 3, for example, vehicle-mounted biography Sensor can be camera on vehicle, laser radar, microwave radar, ultrasonic sensor etc., the onboard sensor For detecting and obtaining the environmental information of vehicle.
Further, on-board processing unit 22 is additionally operable to:Obtain the environmental information that onboard sensor collects;According to described The movable information and status information of target, and the environmental information that the onboard sensor obtained collects, vehicle is carried out automatic Driving Decision-making, and control the vehicle to travel according to the result of decision.
For example, when truck is moved backward or is unloaded, the environment letter of the target of truck rear area is got according to roadside device Breath and status information, the onboard sensor that can be combined with itself installation on truck get the environment of the other surrounding environment of truck Information, and then control truck automatic Pilot so that truck can be travelled safely and reliably in reversing or unloading.For example, determine Truck has target behind, and target is less than zero with respect to the speed of truck, and truck carries out Reduced Speed Now.
So, on-board processing unit 22 is obtained with the position of the target in vehicle rear-side region, size, type, speed The information such as degree, route, surrounding's ring that these information further can be got with the other sensors installed on vehicle Environment information is combined, and collectively as the perception data of automated driving system, is not only solved when can be with effectively perceive vehicle backing The target information of posterior region, also improve the safety and reliability of automatic Pilot.
In the embodiment of the present invention, communication mode between above-mentioned OBU20 and on-board processing unit 22 for it is following any one: Ethernet communication, usb communication.
It is of course also possible to use other communication modes, in the embodiment of the present invention and it is not limited, in order to realize Data transfer between each equipment.
In the embodiment of the present invention, there is provided a kind of automatic Pilot sensory perceptual system, including, roadside device 1 and mobile unit 2, Wherein, roadside device 1 comprises at least probe unit 10, trackside processing unit 11, RSU12 and trackside antenna 13;Mobile unit 2 to Include OBU20, on-board processing unit 22 and car antenna 21 less, cooperateed with using bus or train route, reasonably utilize roadside device 1 and vehicle-mounted Equipment 2 so that truck in reversing or unloading, can also high real-time, perceive vehicle rear area environment exactly Target information, and the input foundation of the decision-making as automatic Pilot and control, accurately can make a policy and control vehicle, So as to solve the problems, such as that automatic Pilot truck can not perceive environment after car.
Based on above-described embodiment, as shown in fig.4, in the embodiment of the present invention, roadside device end automatic Pilot cognitive method Flow chart.
Step 400:Target area is detected, obtains the detection data of target in target area.
Step 410:According to the detection data of target in the target area, the motion of target in the target area is determined Information and status information.
Step 410 specific implementation can be as follows:First, according to the detection data of target in the target area, mesh is identified Mark the relative status information and relative movement information of target in region;Then, according to the installation site of the probe unit of measure, with And the relative status information and relative movement information of the target, calculate the status information and movable information of the target.
Wherein, the relative status information and relative movement information, status information of the target relative to probe unit is represented And movable information;The probe unit is the device of detection target area.
For example, relative status information is the position relative to probe unit, relative movement information is relative to probe unit Route etc..
Wherein, movable information includes speed and/or route, status information include it is following any one or more:Position Put, type, size.
Preferably, further to improve the security of information transfer, after step 410 is performed, further comprise:According to Pre-arranged code form, the movable information of the target and status information are encoded.
Step 420:By the movable information and status information of the target, mobile unit is sent to by trackside antenna.
When performing step 420, specifically include:First, by V2X agreements, the movable information of the target and state are believed Breath is encoded, and is packaged into V2X messages;Then, according to setting cycle and transmit power, by the V2X messages by specifying Frequency channel be sent to mobile unit.
So, in the embodiment of the present invention, detected by roadside device and obtain in target area the movable information of target and Status information, and then be sent to mobile unit so that mobile unit can obtain the environmental information of target area, so as to accurate and When make a policy and control for automatic Pilot.
Based on above-described embodiment, as shown in fig.5, in the embodiment of the present invention, mobile unit end automatic Pilot cognitive method Flow chart.
Step 500:Obtain the movable information and status information of target in the target area that roadside device is sent.
Step 500 specific implementation can be as follows:First, by car antenna, road is received from the frequency channel specified The V2X messages that side apparatus is sent;By V2X agreements, the V2X messages received are decoded, from the V2X messages Extract the movable information and status information of target in target area.
In the embodiment of the present invention, the RSU of roadside device encapsulates the movable information of target in target area and status information Into message, it is sent in the air interface of assigned frequency passage, and then the OBU of mobile unit can get roadside device The V2X messages that RSU is sent.
Further, after performing step 500, in addition to:Obtain the environmental information that onboard sensor collects;According to institute The movable information and status information of target, and the environmental information that the onboard sensor obtained collects are stated, vehicle is carried out certainly Dynamic Driving Decision-making, and control the vehicle to travel according to the result of decision.
So, the movable information and status information of target in the target area extracted can be sent to vehicle-mounted place by OBU Manage unit, and then for automated driving system provide data support, allow its in real time, be accurately obtained vehicle rear area Environmental information, and other environmental informations for collecting of onboard sensor can be combined, and then can more accurately and reliably do Go out automatic Driving Decision-making, especially vehicle in reversing or unloading, can further improve the security of vehicle traveling and reliable Property.
Further description is made to above-described embodiment using a specific application scenarios below.Referring particularly to Fig. 6 It is shown, in the embodiment of the present invention, automatic Pilot sensory perceptual system application scenarios structural representation.
1) roadside device 1 is installed near loading dock, filled referring particularly to shown in Fig. 6, first installation is fixed near loading dock Put, including pedestal, trackside cradling piece and cross bar.Pedestal is rest on the ground, and trackside cradling piece is located on pedestal, cross bar and trackside branch Hack lever is connected, and installs power line inside trackside cradling piece, for being powered to roadside device 1.
Probe unit 10 is installed on trackside cradling piece, being oriented towards loading dock for probe unit 10, can be detected The region of whole loading dock.Trackside processing unit 11 and RSU12 are arranged on cross bar, and the installation direction of trackside antenna 13 is down.
2) OBU20 is arranged in the driver's cabin of vehicle, and is connected with on-board processing unit 22, is led between OBU20 and RSU12 Cross V2X communications.Wherein on-board processing unit 22 is not shown in figure 6.Car antenna 21 is arranged at the top of vehicle cab, and high In vehicle highest point.
Based on each equipment, realize when vehicle is unloaded and moved backward, can real-time and accurately perceive vehicle back region Target information, data foundation is provided for automatic Pilot.Specifically:
First, probe unit 10 obtains the detection data of target in target area.
Then, trackside processing unit 11 identifies the movable information and status information of target according to the detection data of target.
Then, the movable information and status information of target are sent to the frequency channel specified by RSU12.
Then, OBU20 gets the movable information and status information of target in target area from the frequency channel specified, And it is sent to on-board processing unit 22.
Finally, on-board processing unit 22 receives the movable information and status information of target in target area.
So, that is, the target information of vehicle rear area is obtained, and other onboard sensors can be combined, jointly Input data as automated driving system so that automated driving system accurately can make a policy and control vehicle.
It should be understood by those skilled in the art that, embodiments of the invention can be provided as method, system or computer program Product.Therefore, the present invention can use the reality in terms of complete hardware embodiment, complete software embodiment or combination software and hardware Apply the form of example.Moreover, the present invention can use the computer for wherein including computer usable program code in one or more The computer program production that usable storage medium is implemented on (including but is not limited to magnetic disk storage, CD-ROM, optical memory etc.) The form of product.
The present invention is the flow with reference to method according to embodiments of the present invention, equipment (system) and computer program product Figure and/or block diagram describe.It should be understood that can be by every first-class in computer program instructions implementation process figure and/or block diagram Journey and/or the flow in square frame and flow chart and/or block diagram and/or the combination of square frame.These computer programs can be provided The processors of all-purpose computer, special-purpose computer, Embedded Processor or other programmable data processing devices is instructed to produce A raw machine so that produced by the instruction of computer or the computing device of other programmable data processing devices for real The device for the function of being specified in present one flow of flow chart or one square frame of multiple flows and/or block diagram or multiple square frames.
These computer program instructions, which may be alternatively stored in, can guide computer or other programmable data processing devices with spy Determine in the computer-readable memory that mode works so that the instruction being stored in the computer-readable memory, which produces, to be included referring to Make the manufacture of device, the command device realize in one flow of flow chart or multiple flows and/or one square frame of block diagram or The function of being specified in multiple square frames.
These computer program instructions can be also loaded into computer or other programmable data processing devices so that counted Series of operation steps is performed on calculation machine or other programmable devices to produce computer implemented processing, so as in computer or The instruction performed on other programmable devices is provided for realizing in one flow of flow chart or multiple flows and/or block diagram one The step of function of being specified in individual square frame or multiple square frames.
Although preferred embodiments of the present invention have been described, but those skilled in the art once know basic creation Property concept, then can make other change and modification to these embodiments.So appended claims be intended to be construed to include it is excellent Select embodiment and fall into having altered and changing for the scope of the invention.
Obviously, those skilled in the art can carry out various changes and modification without departing from this hair to the embodiment of the present invention The spirit and scope of bright embodiment.So, if these modifications and variations of the embodiment of the present invention belong to the claims in the present invention And its within the scope of equivalent technologies, then the present invention is also intended to comprising including these changes and modification.

Claims (19)

1. a kind of roadside device, it is characterised in that including probe unit, trackside processing unit, roadside unit RSU and trackside day Line, it is specially:
Probe unit, for detecting target area, obtain the detection data of target in target area;
Trackside processing unit, is connected with probe unit and RSU respectively, for the detection number according to target in the target area According to determining the movable information and status information of target in the target area;
RSU, for by the movable information and status information of the target, mobile unit to be sent to by trackside antenna.
2. roadside device as claimed in claim 1, it is characterised in that further comprise:
Fixing device, for installing and fixing the roadside device;The fixing device includes pedestal, trackside cradling piece and horizontal stroke Bar, the pedestal are fixedly installed on ground, and trackside cradling piece is fixedly installed on the pedestal, cross bar and trackside cradling piece phase Even.
3. roadside device as claimed in claim 1, it is characterised in that the probe unit is camera or laser radar.
4. the roadside device as described in claim 1,2 or 3, it is characterised in that according to the detection of target in the target area Data, determine the movable information and status information of target in the target area, and trackside processing unit is used for:
According to the detection data of target in the target area, the relative status information of target in target area and relative is identified Movable information, wherein, the relative status information and relative movement information represent status information of the target relative to probe unit And movable information;
According to the relative status information and relative movement information of the installation site of the probe unit of measure, and the target, really The status information and movable information of the fixed target, wherein, movable information includes speed and/or route, status information bag Include it is following any one or more:Position, type and size.
5. roadside device as claimed in claim 1, it is characterised in that determine in the target area movable information of target and After status information, trackside processing unit is further used for:According to pre-arranged code form, by the movable information and shape of the target State information is encoded;
RSU is specifically used for:By according to the movable information and status information of the target after pre-arranged code said shank, pass through trackside day Line is sent to mobile unit.
6. the roadside device as described in claim 1 or 5, it is characterised in that by the movable information and status information of the target, Mobile unit is sent to by trackside antenna, RSU is used for:
By V2X agreements, the movable information of the target and status information are encoded, and are packaged into V2X messages;
According to setting cycle and transmit power, the V2X messages are sent to mobile unit by specified frequency channel.
7. roadside device as claimed in claim 1, it is characterised in that further comprise:
Communication mode between trackside processing unit and probe unit, trackside processing unit and RSU for it is following any one:Ether Network Communication, usb communication.
A kind of 8. automatic Pilot cognitive method, it is characterised in that including:
Target area is detected, obtains the detection data of target in target area;
According to the detection data of target in the target area, the movable information of target and state letter in the target area are determined Breath;
By the movable information and status information of the target, mobile unit is sent to by trackside antenna.
9. method as claimed in claim 8, it is characterised in that according to the detection data of target in the target area, it is determined that The movable information and status information of target in the target area, including:
According to the detection data of target in the target area, the relative status information of target in target area and relative is identified Movable information, wherein, the relative status information and relative movement information, represent status information of the target relative to probe unit And movable information;The probe unit is the device of detection target area;
According to the relative status information and relative movement information of the installation site of the probe unit of measure, and the target, really The status information and movable information of the fixed target, wherein, movable information includes speed and/or route, status information bag Include it is following any one or more:Position, type and size.
10. method as claimed in claim 8, it is characterised in that determine the movable information and shape of target in the target area After state information, by the movable information and status information of the target, before being sent to mobile unit by trackside antenna, enter one Step includes:
According to pre-arranged code form, the movable information of the target and status information are encoded.
11. the method as described in claim 8 or 10, it is characterised in that by the movable information and status information of the target, lead to Cross trackside antenna and be sent to mobile unit, including:
By V2X agreements, the movable information of the target and status information are encoded, and are packaged into V2X messages;
According to setting cycle and transmit power, the V2X messages are sent to mobile unit by specified frequency channel.
12. a kind of mobile unit, it is characterised in that including board units OBU, on-board processing unit and car antenna, be specially:
OBU, it is connected with on-board processing unit, target in the target area for receiving roadside device transmission by car antenna Movable information and status information, and the movable information of the target and status information are sent to on-board processing unit;
On-board processing unit, the movable information and status information of the target sent for receiving the OBU.
13. mobile unit as claimed in claim 12, it is characterised in that the mesh of roadside device transmission is received by car antenna The movable information and status information of target in region are marked, OBU is used for:
By car antenna, the V2X messages that roadside device is sent are received from the frequency channel specified;
By V2X agreements, the V2X messages received are decoded, extracted from the V2X messages in target area The movable information and status information of target.
14. mobile unit as claimed in claim 12, it is characterised in that on-board processing unit is further used for:
Obtain the environmental information that onboard sensor collects;
According to the movable information and status information of the target, and the environmental information that the onboard sensor obtained collects, it is right Vehicle carries out automatic Pilot decision-making, and controls the vehicle to travel according to the result of decision.
15. mobile unit as claimed in claim 12, it is characterised in that further comprise:
Communication mode between OBU and on-board processing unit for it is following any one:Ethernet communication, usb communication.
A kind of 16. automatic Pilot cognitive method, it is characterised in that including:
Obtain the movable information and status information of target in the target area that roadside device is sent.
17. method as claimed in claim 16, it is characterised in that obtain the fortune of target in the target area that roadside device is sent Dynamic information and status information, including:
By car antenna, the V2X messages that roadside device is sent are received from the frequency channel specified;
By V2X agreements, the V2X messages received are decoded, extracted from the V2X messages in target area The movable information and status information of target.
18. method as claimed in claim 16, it is characterised in that further comprise:
Obtain the environmental information that onboard sensor collects;
According to the movable information and status information of the target, and the environmental information that the onboard sensor obtained collects, it is right Vehicle carries out automatic Pilot decision-making, and controls the vehicle to travel according to the result of decision.
19. a kind of automatic Pilot sensory perceptual system, it is characterised in that including roadside device and mobile unit, be specially:
Roadside device, for detecting target area, the detection data of target in target area is obtained, and according to the target area The detection data of middle target, determines the movable information and status information of target in the target area, and by the target Movable information and status information are sent to mobile unit;
Mobile unit, the movable information and status information of the target sent for receiving the roadside device.
CN201710892457.1A 2017-09-27 2017-09-27 A kind of roadside device, mobile unit and automatic Pilot cognitive method and system Pending CN107807633A (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CN201710892457.1A CN107807633A (en) 2017-09-27 2017-09-27 A kind of roadside device, mobile unit and automatic Pilot cognitive method and system
CN202011548925.1A CN112731911A (en) 2017-09-27 2017-09-27 Road side equipment, vehicle-mounted equipment, and automatic driving sensing method and system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710892457.1A CN107807633A (en) 2017-09-27 2017-09-27 A kind of roadside device, mobile unit and automatic Pilot cognitive method and system

Related Child Applications (1)

Application Number Title Priority Date Filing Date
CN202011548925.1A Division CN112731911A (en) 2017-09-27 2017-09-27 Road side equipment, vehicle-mounted equipment, and automatic driving sensing method and system

Publications (1)

Publication Number Publication Date
CN107807633A true CN107807633A (en) 2018-03-16

Family

ID=61592550

Family Applications (2)

Application Number Title Priority Date Filing Date
CN201710892457.1A Pending CN107807633A (en) 2017-09-27 2017-09-27 A kind of roadside device, mobile unit and automatic Pilot cognitive method and system
CN202011548925.1A Pending CN112731911A (en) 2017-09-27 2017-09-27 Road side equipment, vehicle-mounted equipment, and automatic driving sensing method and system

Family Applications After (1)

Application Number Title Priority Date Filing Date
CN202011548925.1A Pending CN112731911A (en) 2017-09-27 2017-09-27 Road side equipment, vehicle-mounted equipment, and automatic driving sensing method and system

Country Status (1)

Country Link
CN (2) CN107807633A (en)

Cited By (52)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108182817A (en) * 2018-01-11 2018-06-19 北京图森未来科技有限公司 Automatic Pilot auxiliary system, trackside end auxiliary system and vehicle-mounted end auxiliary system
CN108284838A (en) * 2018-03-27 2018-07-17 杭州欧镭激光技术有限公司 A kind of detecting system and detection method for detecting outside vehicle environmental information
CN108492603A (en) * 2018-04-25 2018-09-04 济南浪潮高新科技投资发展有限公司 A kind of edge calculations station and the automatic Pilot method based on edge calculations station
CN108762245A (en) * 2018-03-20 2018-11-06 华为技术有限公司 Data fusion method and relevant device
CN108776474A (en) * 2018-05-24 2018-11-09 中山赛伯坦智能科技有限公司 Robot embedded computing terminal integrating high-precision navigation positioning and deep learning
CN109521745A (en) * 2018-12-26 2019-03-26 北京主线科技有限公司 The interconnection method of container terminal management system and automatic Pilot container truck
CN110053621A (en) * 2019-04-09 2019-07-26 南京锦和佳鑫信息科技有限公司 A kind of method of overtaking of automatic Pilot fast
CN110347145A (en) * 2018-04-03 2019-10-18 百度(美国)有限责任公司 Perception for automatic driving vehicle assists
CN110379157A (en) * 2019-06-04 2019-10-25 深圳市速腾聚创科技有限公司 Road blind area monitoring method, system, device, equipment and storage medium
CN110398729A (en) * 2019-07-16 2019-11-01 启迪云控(北京)科技有限公司 A kind of vehicle positioning method and system based on car networking
CN110415543A (en) * 2019-08-05 2019-11-05 北京百度网讯科技有限公司 Exchange method, device, equipment and the storage medium of information of vehicles
CN110488321A (en) * 2018-05-14 2019-11-22 北京图森未来科技有限公司 Positioning system, hatchway cover positioning system and automatic driving control system
CN110517483A (en) * 2019-08-06 2019-11-29 杭州博信智联科技有限公司 A kind of traffic information processing method and digital rail roadside unit
WO2019232913A1 (en) * 2018-06-08 2019-12-12 北京洪泰同创信息技术有限公司 Method for controlling transportation means, device, and system
WO2019246246A1 (en) * 2018-06-20 2019-12-26 Cavh Llc Connected automated vehicle highway systems and methods related to heavy vehicles
WO2020010860A1 (en) * 2018-07-12 2020-01-16 北京图森未来科技有限公司 System for realizing automated transport of goods and related apparatus
WO2020010859A1 (en) * 2018-07-12 2020-01-16 北京图森未来科技有限公司 System for realizing automated transport of goods and related apparatus
CN110733426A (en) * 2019-10-28 2020-01-31 深圳市元征科技股份有限公司 sight blind area monitoring method, device, equipment and medium
CN110789518A (en) * 2018-08-01 2020-02-14 北京图森未来科技有限公司 Parking control method, parking server, vehicle controller and vehicle
CN110830956A (en) * 2019-09-29 2020-02-21 浙江合众新能源汽车有限公司 Vehicle external environment detection system and method based on V2X
CN110874944A (en) * 2018-08-31 2020-03-10 北京图森未来科技有限公司 Parking control method, parking server, vehicle controller and vehicle
CN110874938A (en) * 2018-08-31 2020-03-10 百度在线网络技术(北京)有限公司 Traffic light control system and traffic light control method
WO2020048350A1 (en) * 2018-09-05 2020-03-12 阿里巴巴集团控股有限公司 Road condition information processing method, apparatus and system
CN110880235A (en) * 2018-09-05 2020-03-13 阿里巴巴集团控股有限公司 Road side equipment in road condition information processing system, processing method and device
CN110906939A (en) * 2019-11-28 2020-03-24 安徽江淮汽车集团股份有限公司 Automatic driving positioning method and device, electronic equipment, storage medium and automobile
WO2020057105A1 (en) * 2018-09-19 2020-03-26 百度在线网络技术(北京)有限公司 Method used for controlling automatic driving of vehicle, device, medium and system
WO2020057407A1 (en) * 2018-09-21 2020-03-26 阿里巴巴集团控股有限公司 Vehicle navigation assistance method and system
CN110971567A (en) * 2018-09-29 2020-04-07 上海博泰悦臻网络技术服务有限公司 Vehicle, cloud server, vehicle equipment, media device and data integration method
CN111260946A (en) * 2018-11-30 2020-06-09 南京锦和佳鑫信息科技有限公司 Automatic driving truck operation control system based on intelligent network connection system
CN111309006A (en) * 2020-02-12 2020-06-19 北京交通大学 Autonomous navigation transportation system
US10692365B2 (en) 2017-06-20 2020-06-23 Cavh Llc Intelligent road infrastructure system (IRIS): systems and methods
CN111369779A (en) * 2018-12-26 2020-07-03 北京图森智途科技有限公司 Accurate parking method, equipment and system for truck in shore crane area
CN111367252A (en) * 2018-12-26 2020-07-03 北京图森智途科技有限公司 Parking control method, equipment and system
CN111402589A (en) * 2020-04-23 2020-07-10 山东大学 Roadside laser radar-based automatic monitoring equipment and method for animal passing through road
CN111469836A (en) * 2020-02-28 2020-07-31 广东中科臻恒信息技术有限公司 Obstacle avoidance method and device based on vehicle-mounted unit and road side unit, and storage medium
WO2020164238A1 (en) * 2019-02-13 2020-08-20 北京百度网讯科技有限公司 Method, apparatus and device for driving control, and medium and system
CN111757280A (en) * 2019-03-27 2020-10-09 阿里巴巴集团控股有限公司 Perception base station in road traffic environment and message sending control method and device thereof
US10867512B2 (en) 2018-02-06 2020-12-15 Cavh Llc Intelligent road infrastructure system (IRIS): systems and methods
CN112113580A (en) * 2019-06-21 2020-12-22 北汽福田汽车股份有限公司 Vehicle positioning method and device and automobile
CN112309152A (en) * 2019-08-01 2021-02-02 华为技术有限公司 Vehicle-road cooperation method and device
WO2021043279A1 (en) 2019-09-06 2021-03-11 北京图森智途科技有限公司 Waypoint information transmission method, apparatus and system for platooning
CN112584314A (en) * 2019-09-30 2021-03-30 北京百度网讯科技有限公司 Vehicle perception range measuring method, device, equipment and medium
CN113479190A (en) * 2021-06-21 2021-10-08 上汽通用五菱汽车股份有限公司 Intelligent parking system, method, apparatus and computer-readable storage medium
WO2022028314A1 (en) * 2020-08-06 2022-02-10 索尼集团公司 Electronic device and method for wireless communications, and computer readable storage medium
CN114283583A (en) * 2021-12-28 2022-04-05 阿波罗智联(北京)科技有限公司 Method for vehicle-road cooperation, vehicle-mounted intelligent terminal, cloud control platform and system
US11373122B2 (en) 2018-07-10 2022-06-28 Cavh Llc Fixed-route service system for CAVH systems
US11482102B2 (en) 2017-05-17 2022-10-25 Cavh Llc Connected automated vehicle highway systems and methods
US11495126B2 (en) 2018-05-09 2022-11-08 Cavh Llc Systems and methods for driving intelligence allocation between vehicles and highways
WO2023005797A1 (en) * 2021-07-29 2023-02-02 华为技术有限公司 Data processing method and apparatus
US11735035B2 (en) 2017-05-17 2023-08-22 Cavh Llc Autonomous vehicle and cloud control (AVCC) system with roadside unit (RSU) network
US11735041B2 (en) 2018-07-10 2023-08-22 Cavh Llc Route-specific services for connected automated vehicle highway systems
US12020563B2 (en) 2022-06-14 2024-06-25 Cavh Llc Autonomous vehicle and cloud control system

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115230722A (en) * 2022-09-23 2022-10-25 北京小马易行科技有限公司 Vehicle control method, device, computer readable storage medium and processor

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090140881A1 (en) * 2007-09-14 2009-06-04 Denso Corporation Vehicle-use visual field assistance system in which information dispatch apparatus transmits images of blind spots to vehicles
CN103606270A (en) * 2013-11-27 2014-02-26 重庆邮电大学 Vehicle-road cooperative communication method and system
CN103971538A (en) * 2014-05-20 2014-08-06 广州杰赛科技股份有限公司 Intelligent parking management system based on vehicular communication
CN104217615A (en) * 2014-09-16 2014-12-17 武汉理工大学 System and method for preventing pedestrians from collision based on vehicle-road cooperation
CN104376735A (en) * 2014-11-21 2015-02-25 中国科学院合肥物质科学研究院 Driving safety early-warning system and method for vehicle at blind zone crossing
CN104916152A (en) * 2015-05-19 2015-09-16 苏州大学 Cooperative vehicle infrastructure system-based intersection vehicle right turning guidance system and guidance method thereof
CN105389983A (en) * 2015-11-16 2016-03-09 北京握奇智能科技有限公司 Road traffic information collection method and system based on vehicular unit and roadside units
CN205564041U (en) * 2016-04-14 2016-09-07 山东理工大学 Vehicle bend speed of a motor vehicle alarm device based on bus or train route in coordination
CN105957400A (en) * 2016-06-01 2016-09-21 杨星 Vehicle information acquisition method for integrated perception of collision warning
CN106340197A (en) * 2016-08-31 2017-01-18 北京万集科技股份有限公司 Auxiliary cooperative vehicle infrastructure driving system and method

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090140881A1 (en) * 2007-09-14 2009-06-04 Denso Corporation Vehicle-use visual field assistance system in which information dispatch apparatus transmits images of blind spots to vehicles
CN103606270A (en) * 2013-11-27 2014-02-26 重庆邮电大学 Vehicle-road cooperative communication method and system
CN103971538A (en) * 2014-05-20 2014-08-06 广州杰赛科技股份有限公司 Intelligent parking management system based on vehicular communication
CN104217615A (en) * 2014-09-16 2014-12-17 武汉理工大学 System and method for preventing pedestrians from collision based on vehicle-road cooperation
CN104376735A (en) * 2014-11-21 2015-02-25 中国科学院合肥物质科学研究院 Driving safety early-warning system and method for vehicle at blind zone crossing
CN104916152A (en) * 2015-05-19 2015-09-16 苏州大学 Cooperative vehicle infrastructure system-based intersection vehicle right turning guidance system and guidance method thereof
CN105389983A (en) * 2015-11-16 2016-03-09 北京握奇智能科技有限公司 Road traffic information collection method and system based on vehicular unit and roadside units
CN205564041U (en) * 2016-04-14 2016-09-07 山东理工大学 Vehicle bend speed of a motor vehicle alarm device based on bus or train route in coordination
CN105957400A (en) * 2016-06-01 2016-09-21 杨星 Vehicle information acquisition method for integrated perception of collision warning
CN106340197A (en) * 2016-08-31 2017-01-18 北京万集科技股份有限公司 Auxiliary cooperative vehicle infrastructure driving system and method

Cited By (73)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11935402B2 (en) 2017-05-17 2024-03-19 Cavh Llc Autonomous vehicle and center control system
US11735035B2 (en) 2017-05-17 2023-08-22 Cavh Llc Autonomous vehicle and cloud control (AVCC) system with roadside unit (RSU) network
US11482102B2 (en) 2017-05-17 2022-10-25 Cavh Llc Connected automated vehicle highway systems and methods
US12008893B2 (en) 2017-05-17 2024-06-11 Cavh Llc Autonomous vehicle (AV) control system with roadside unit (RSU) network
US11990034B2 (en) 2017-05-17 2024-05-21 Cavh Llc Autonomous vehicle control system with traffic control center/traffic control unit (TCC/TCU) and RoadSide Unit (RSU) network
US11955002B2 (en) 2017-05-17 2024-04-09 Cavh Llc Autonomous vehicle control system with roadside unit (RSU) network's global sensing
US11430328B2 (en) 2017-06-20 2022-08-30 Cavh Llc Intelligent road infrastructure system (IRIS): systems and methods
US10692365B2 (en) 2017-06-20 2020-06-23 Cavh Llc Intelligent road infrastructure system (IRIS): systems and methods
US11881101B2 (en) 2017-06-20 2024-01-23 Cavh Llc Intelligent road side unit (RSU) network for automated driving
CN108182817A (en) * 2018-01-11 2018-06-19 北京图森未来科技有限公司 Automatic Pilot auxiliary system, trackside end auxiliary system and vehicle-mounted end auxiliary system
US11232709B2 (en) 2018-01-11 2022-01-25 Beijing Tusen Zhitu Technology Co., Ltd. System of automatic driving assistance, roadside assistance and vehicle-side assistance
US11854391B2 (en) 2018-02-06 2023-12-26 Cavh Llc Intelligent road infrastructure system (IRIS): systems and methods
US10867512B2 (en) 2018-02-06 2020-12-15 Cavh Llc Intelligent road infrastructure system (IRIS): systems and methods
US11987250B2 (en) 2018-03-20 2024-05-21 Huawei Technologies Co., Ltd. Data fusion method and related device
WO2019179417A1 (en) * 2018-03-20 2019-09-26 华为技术有限公司 Data fusion method and related device
CN108762245A (en) * 2018-03-20 2018-11-06 华为技术有限公司 Data fusion method and relevant device
CN108284838A (en) * 2018-03-27 2018-07-17 杭州欧镭激光技术有限公司 A kind of detecting system and detection method for detecting outside vehicle environmental information
CN110347145A (en) * 2018-04-03 2019-10-18 百度(美国)有限责任公司 Perception for automatic driving vehicle assists
CN108492603A (en) * 2018-04-25 2018-09-04 济南浪潮高新科技投资发展有限公司 A kind of edge calculations station and the automatic Pilot method based on edge calculations station
US11495126B2 (en) 2018-05-09 2022-11-08 Cavh Llc Systems and methods for driving intelligence allocation between vehicles and highways
CN110488321A (en) * 2018-05-14 2019-11-22 北京图森未来科技有限公司 Positioning system, hatchway cover positioning system and automatic driving control system
CN110488321B (en) * 2018-05-14 2021-09-03 北京图森智途科技有限公司 Positioning system, cabin cover plate positioning system and automatic driving control system
CN108776474A (en) * 2018-05-24 2018-11-09 中山赛伯坦智能科技有限公司 Robot embedded computing terminal integrating high-precision navigation positioning and deep learning
CN108776474B (en) * 2018-05-24 2022-03-15 中山赛伯坦智能科技有限公司 Robot embedded computing terminal integrating high-precision navigation positioning and deep learning
WO2019232913A1 (en) * 2018-06-08 2019-12-12 北京洪泰同创信息技术有限公司 Method for controlling transportation means, device, and system
US11842642B2 (en) 2018-06-20 2023-12-12 Cavh Llc Connected automated vehicle highway systems and methods related to heavy vehicles
WO2019246246A1 (en) * 2018-06-20 2019-12-26 Cavh Llc Connected automated vehicle highway systems and methods related to heavy vehicles
US11735041B2 (en) 2018-07-10 2023-08-22 Cavh Llc Route-specific services for connected automated vehicle highway systems
US11373122B2 (en) 2018-07-10 2022-06-28 Cavh Llc Fixed-route service system for CAVH systems
WO2020010859A1 (en) * 2018-07-12 2020-01-16 北京图森未来科技有限公司 System for realizing automated transport of goods and related apparatus
WO2020010860A1 (en) * 2018-07-12 2020-01-16 北京图森未来科技有限公司 System for realizing automated transport of goods and related apparatus
CN110789518A (en) * 2018-08-01 2020-02-14 北京图森未来科技有限公司 Parking control method, parking server, vehicle controller and vehicle
CN110789518B (en) * 2018-08-01 2021-06-01 北京图森智途科技有限公司 Parking control method, parking server, vehicle controller and vehicle
US11257367B2 (en) 2018-08-31 2022-02-22 Apollo Intelligent Driving Technology (Beijing) Co., Ltd. System and method for controlling traffic lights
CN110874944B (en) * 2018-08-31 2021-04-02 北京图森智途科技有限公司 Parking control method, parking server, vehicle controller and vehicle
CN110874944A (en) * 2018-08-31 2020-03-10 北京图森未来科技有限公司 Parking control method, parking server, vehicle controller and vehicle
CN110874938A (en) * 2018-08-31 2020-03-10 百度在线网络技术(北京)有限公司 Traffic light control system and traffic light control method
WO2020048350A1 (en) * 2018-09-05 2020-03-12 阿里巴巴集团控股有限公司 Road condition information processing method, apparatus and system
CN110880235A (en) * 2018-09-05 2020-03-13 阿里巴巴集团控股有限公司 Road side equipment in road condition information processing system, processing method and device
WO2020057105A1 (en) * 2018-09-19 2020-03-26 百度在线网络技术(北京)有限公司 Method used for controlling automatic driving of vehicle, device, medium and system
WO2020057407A1 (en) * 2018-09-21 2020-03-26 阿里巴巴集团控股有限公司 Vehicle navigation assistance method and system
CN110971567A (en) * 2018-09-29 2020-04-07 上海博泰悦臻网络技术服务有限公司 Vehicle, cloud server, vehicle equipment, media device and data integration method
CN111260946A (en) * 2018-11-30 2020-06-09 南京锦和佳鑫信息科技有限公司 Automatic driving truck operation control system based on intelligent network connection system
CN111369779A (en) * 2018-12-26 2020-07-03 北京图森智途科技有限公司 Accurate parking method, equipment and system for truck in shore crane area
CN111367252A (en) * 2018-12-26 2020-07-03 北京图森智途科技有限公司 Parking control method, equipment and system
CN111367252B (en) * 2018-12-26 2024-02-06 北京图森智途科技有限公司 Parking control method, device and system
CN109521745A (en) * 2018-12-26 2019-03-26 北京主线科技有限公司 The interconnection method of container terminal management system and automatic Pilot container truck
US11948370B2 (en) 2018-12-26 2024-04-02 Beijing Tusen Zhitu Technology Co., Ltd. Precise parking method, apparatus and system of truck in shore-based crane area
WO2020164238A1 (en) * 2019-02-13 2020-08-20 北京百度网讯科技有限公司 Method, apparatus and device for driving control, and medium and system
CN111757280A (en) * 2019-03-27 2020-10-09 阿里巴巴集团控股有限公司 Perception base station in road traffic environment and message sending control method and device thereof
CN110053621A (en) * 2019-04-09 2019-07-26 南京锦和佳鑫信息科技有限公司 A kind of method of overtaking of automatic Pilot fast
CN110379157A (en) * 2019-06-04 2019-10-25 深圳市速腾聚创科技有限公司 Road blind area monitoring method, system, device, equipment and storage medium
CN112113580A (en) * 2019-06-21 2020-12-22 北汽福田汽车股份有限公司 Vehicle positioning method and device and automobile
CN110398729A (en) * 2019-07-16 2019-11-01 启迪云控(北京)科技有限公司 A kind of vehicle positioning method and system based on car networking
CN112309152A (en) * 2019-08-01 2021-02-02 华为技术有限公司 Vehicle-road cooperation method and device
CN110415543A (en) * 2019-08-05 2019-11-05 北京百度网讯科技有限公司 Exchange method, device, equipment and the storage medium of information of vehicles
CN110517483A (en) * 2019-08-06 2019-11-29 杭州博信智联科技有限公司 A kind of traffic information processing method and digital rail roadside unit
WO2021043279A1 (en) 2019-09-06 2021-03-11 北京图森智途科技有限公司 Waypoint information transmission method, apparatus and system for platooning
CN110830956A (en) * 2019-09-29 2020-02-21 浙江合众新能源汽车有限公司 Vehicle external environment detection system and method based on V2X
CN112584314A (en) * 2019-09-30 2021-03-30 北京百度网讯科技有限公司 Vehicle perception range measuring method, device, equipment and medium
CN112584314B (en) * 2019-09-30 2023-02-03 阿波罗智能技术(北京)有限公司 Vehicle perception range measuring method, device, equipment and medium
CN110733426B (en) * 2019-10-28 2021-11-12 深圳市元征科技股份有限公司 Sight blind area monitoring method, device, equipment and medium
CN110733426A (en) * 2019-10-28 2020-01-31 深圳市元征科技股份有限公司 sight blind area monitoring method, device, equipment and medium
CN110906939A (en) * 2019-11-28 2020-03-24 安徽江淮汽车集团股份有限公司 Automatic driving positioning method and device, electronic equipment, storage medium and automobile
CN111309006A (en) * 2020-02-12 2020-06-19 北京交通大学 Autonomous navigation transportation system
CN111469836A (en) * 2020-02-28 2020-07-31 广东中科臻恒信息技术有限公司 Obstacle avoidance method and device based on vehicle-mounted unit and road side unit, and storage medium
CN111402589A (en) * 2020-04-23 2020-07-10 山东大学 Roadside laser radar-based automatic monitoring equipment and method for animal passing through road
WO2022028314A1 (en) * 2020-08-06 2022-02-10 索尼集团公司 Electronic device and method for wireless communications, and computer readable storage medium
CN113479190A (en) * 2021-06-21 2021-10-08 上汽通用五菱汽车股份有限公司 Intelligent parking system, method, apparatus and computer-readable storage medium
WO2023005797A1 (en) * 2021-07-29 2023-02-02 华为技术有限公司 Data processing method and apparatus
CN114283583A (en) * 2021-12-28 2022-04-05 阿波罗智联(北京)科技有限公司 Method for vehicle-road cooperation, vehicle-mounted intelligent terminal, cloud control platform and system
CN114283583B (en) * 2021-12-28 2023-08-29 阿波罗智联(北京)科技有限公司 Method for vehicle-road coordination, vehicle-mounted intelligent terminal, cloud control platform and system
US12020563B2 (en) 2022-06-14 2024-06-25 Cavh Llc Autonomous vehicle and cloud control system

Also Published As

Publication number Publication date
CN112731911A (en) 2021-04-30

Similar Documents

Publication Publication Date Title
CN107807633A (en) A kind of roadside device, mobile unit and automatic Pilot cognitive method and system
CN110928284B (en) Method, apparatus, medium and system for assisting in controlling automatic driving of vehicle
CN104442826B (en) Device, vehicle and method in the vehicle of support are provided for vehicle driver
CN105848981B (en) Driver assistance method and system for vehicle
CN110264783A (en) Vehicle collision avoidance early warning system and method based on bus or train route collaboration
CN104217590B (en) Method for making the electronic controller in main vehicle determine traffic density
CN113792566B (en) Laser point cloud processing method and related equipment
CN110928286B (en) Method, apparatus, medium and system for controlling automatic driving of vehicle
CN110296713A (en) Trackside automatic driving vehicle Position Fixing Navigation System and single, multiple vehicle positioning and navigation methods
JP2018195289A (en) Vehicle system, vehicle information processing method, program, traffic system, infrastructure system and infrastructure information processing method
CN106537271A (en) Traffic signal response for autonomous vehicles
CN110562222B (en) Emergency braking control method for curve scene, vehicle-mounted device and storage medium
CN204055561U (en) Vehicle safe driving caution system
CN111383456B (en) Localized artificial intelligence system for intelligent road infrastructure system
CN107406073A (en) Will be by the method and apparatus for the nominal trajectory that vehicle crosses for the monitoring in terms of collisionless
CN103781696A (en) Driver assistance system for assisting a driver in collision-relevant situations
CN101241642A (en) Vehicular device for special mobile traffic flow collection of floating car
CN106370162A (en) Animal type determination device
CN110491156A (en) A kind of cognitive method, apparatus and system
CN108646720B (en) BSD controller is in ring test device and method
CN112606838A (en) Anti-collision control method and device for lane change of vehicle
CN104192063A (en) Safe driving warning system for vehicle and corresponding warning method
CN110703770A (en) Method and device for controlling automatic running of track inspection vehicle
CN109427213A (en) For the collision prevention device of vehicle, collision-proof method and the non-transitory storage medium for storing program
CN107031487A (en) A kind of lifting identifying system based on acceleration transducer and gyroscope

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
TA01 Transfer of patent application right
TA01 Transfer of patent application right

Effective date of registration: 20200324

Address after: 101300, No. two, 1 road, Shunyi Park, Zhongguancun science and Technology Park, Beijing, Shunyi District

Applicant after: BEIJING TUSENZHITU TECHNOLOGY Co.,Ltd.

Address before: 101300, No. two, 1 road, Shunyi Park, Zhongguancun science and Technology Park, Beijing, Shunyi District

Applicant before: TuSimple

RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20180316