CN109491364A - A kind of drive robot system and control method for vehicle testing - Google Patents

A kind of drive robot system and control method for vehicle testing Download PDF

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Publication number
CN109491364A
CN109491364A CN201811377453.0A CN201811377453A CN109491364A CN 109491364 A CN109491364 A CN 109491364A CN 201811377453 A CN201811377453 A CN 201811377453A CN 109491364 A CN109491364 A CN 109491364A
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vehicle
control
unit
target
information
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CN109491364B (en
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赵祥模
王振
马媛媛
徐志刚
王润民
王文威
杨澜
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Changan University
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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00Testing or monitoring of control systems or parts thereof
    • G05B23/02Electric testing or monitoring
    • G05B23/0205Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0221Preprocessing measurements, e.g. data collection rate adjustment; Standardization of measurements; Time series or signal analysis, e.g. frequency analysis or wavelets; Trustworthiness of measurements; Indexes therefor; Measurements using easily measured parameters to estimate parameters difficult to measure; Virtual sensor creation; De-noising; Sensor fusion; Unconventional preprocessing inherently present in specific fault detection methods like PCA-based methods

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Control Of Position, Course, Altitude, Or Attitude Of Moving Bodies (AREA)
  • Manipulator (AREA)
  • Navigation (AREA)
  • Steering Control In Accordance With Driving Conditions (AREA)

Abstract

The invention discloses a kind of drive robot systems and control method for vehicle testing, high-precision model- following control is carried out to preset driving trace for realizing drive robot system by track following unit, by adjusting the front wheel angle and travel speed of vehicle, so that vehicle follows preset target trajectory to travel, the target instruction target word of high-precision track following unit is issued to test vehicle to realize, realizes the motion control to vehicle.Remote data transmission unit is for realizing the communication of the real time full duplex of tested vehicle and monitoring center, monitoring center can send instructions down at any time controls tested vehicle, interior drive robot system then acquires the vehicle condition information of tested vehicle in real time, realizes the long-range monitoring to tested vehicle-state.The present invention realizes the automatic test that vehicle is tested in blocking test field in such a way that location technology is combined with high-precision track following technology, and control precision is high, reproducible, durability is strong.

Description

A kind of drive robot system and control method for vehicle testing
Technical field
The present invention relates to be used for Vehicular automatic driving technical field, and in particular to a kind of drive machine for vehicle testing People's system and control method.
Background technique
According to the provisions of laws and regulations of country, all vehicles are had to before factory sale by stringent qualification test And test, a critically important link is exactly to carry out the test of vehicle performance in closed proving ground in testing.It is sealing In the proving ground closed, tested vehicle passes through a variety of typical road surfaces, such as Belgian road, road of paddling as requested.Mesh It is preceding in this testing process, be still that tested vehicle is driven by above-mentioned section, by prolonged using pilot steering person It repeats to drive, to obtain the evaluation index of vehicle performance.Pilot steering, which is tested, has human cost height, can not full-time survey The defects of trying, be larger to driver's actual bodily harm.
Summary of the invention
The purpose of the present invention is to provide a kind of drive robot systems and control method for vehicle testing, to overcome The deficiencies in the prior art.
In order to achieve the above objectives, the present invention adopts the following technical scheme:
A kind of drive robot system for vehicle testing, including control unit and the positioning being connect with control unit With navigation elements, track following unit, mechanical operating parts control unit and remote data transmission unit;
Positioning is with navigation elements for obtaining longitude and latitude positional information and vehicle of the vehicle under global coordinates system in real time Course information, and will acquire information and be sent to control unit;
Track following unit is used for vehicle movement track following, and pursuit path information is sent to control unit;
Mechanical operating parts control unit is connected to control unit and vehicle execution unit, executes the control of control unit transmitting Signal processed;
Remote data transmission unit is for the data transmission between control unit and monitoring center;
Controller unit is used to receive the location information that positioning is sent with navigation elements, and sends pending control signal extremely Mechanical operating parts control unit.
Further, positioning and navigation elements include the preset UWB positioning system of integrated navigation and test site, integrated navigation Including differential GPS, inertial navigation and wheel speed meter unit, UWB positioning system includes on board unit and trackside beacon element.
Further, vehicle execution unit uses DC brushless motor for power output.
A kind of control method of drive robot system, comprising the following steps:
Step 1), by position with navigation elements obtain in real time longitude and latitude positional information of the vehicle under global coordinates system and The course information of vehicle;
Step 2), the longitude and latitude positional information that step 1) is obtained and course information are converted by coordinate, by global coordinates It is that position is converted into local coordinate system position;
Step 3), according to local coordinate system position, the high-precision to vehicle movement track is realized using track following algorithm Tracking;
3) step 4) obtains the object control information of line traffic control execution unit through the above steps.
Further, that global coordinates system position is converted into local coordinate system location formula is as follows:
(xlocal,ylocal, α) and=Tconv(latitude,longitude,heading)
Wherein, α is the front wheel slip angle of vehicle.
Further, track following algorithm includes the following:
In car body coordinate oxlocalylocalIn, P (xlocal,ylocal) it is point in planning path, L travels circular arc by automobile Chord length and motor racing forward sight distance, R be the segmental arc radius;Obtain the size of front wheel steering angle are as follows:
H: vehicle wheelbase;P: the lateral distance between vehicle and planning path;
Track algorithm formula is as follows:
Target,FCtarget,BCTarget,HCTarget)=Functionpurepursuit(Mtrajectory,xlocal,ylocal,α)
Wherein αTargetIt is the steering wheel target position information at next control moment that track algorithm calculates, FCTargetIt is the target throttle opening information at next control moment, BCTargetIt is the target braking amount letter at next control moment Breath, wherein the control of throttle and braking amount belongs to decoupling relationship;HCTargetIt is the object gear information at next control moment.
Compared with prior art, the invention has the following beneficial technical effects:
A kind of drive robot system for vehicle testing of the present invention, including control unit and connect with control unit Positioning and navigation elements, track following unit, mechanical operating parts control unit and remote data transmission unit, pass through track Tracking cell carries out high-precision model- following control to preset driving trace for realizing drive robot system, by adjusting vehicle Front wheel angle and travel speed so that vehicle follows preset target trajectory to travel, to realize high-precision track The target instruction target word of tracking cell is issued to test vehicle, realizes the motion control to vehicle.Remote data transmission unit is for real It is now tested the real time full duplex communication of vehicle and monitoring center, monitoring center can send instructions down at any time controls tested vehicle , modification test trails and the test frequency, interior drive robot system then acquire the vehicle condition of tested vehicle in real time Information, and monitoring center is uploaded in real time, realize the long-range monitoring to tested vehicle-state.The present invention is using positioning skill Art realizes the automatic test of tested vehicle in blocking test field, control essence with the mode that high-precision track following technology combines Degree is high, reproducible, durability is strong.
A kind of drive robot system control method for vehicle testing, by track following unit for realizing driving Robot system carries out high-precision model- following control to preset driving trace, by adjusting the front wheel angle and traveling speed of vehicle Degree, so that vehicle follows preset target trajectory to travel, it will be under the target instruction target word of high-precision track following unit to realize It is sent to test vehicle, realizes the motion control to vehicle.
Detailed description of the invention
Fig. 1 is the geometric expression schematic diagram of pure tracing model;
Fig. 2 is the flow diagram of the method for the present invention;
The position Fig. 3 robot control mode model structure of the present invention;
Fig. 4 is Vehicle Driver Robot system construction drawing of the present invention.
Specific embodiment
The invention will be described in further detail with reference to the accompanying drawing:
A kind of drive robot system for vehicle testing, including control unit and the positioning being connect with control unit With navigation elements, track following unit, mechanical operating parts control unit and remote data transmission unit;
Positioning is with navigation elements for obtaining longitude and latitude positional information and vehicle of the vehicle under global coordinates system in real time Course information, and will acquire information and be sent to control unit;
Track following unit is used for vehicle movement track following, and pursuit path information is sent to control unit;
Mechanical operating parts control unit is connected to control unit, executes the control signal of control unit transmitting;
Remote data transmission unit is for the data transmission between control unit and monitoring center;
Controller unit is used to receive the location information that positioning is sent with navigation elements, and sends pending control signal extremely Mechanical operating parts control unit.
Positioning is realized surely with navigation elements in such a way that the preset UWB positioning system of integrated navigation and test site combines Fixed reliable vehicle location, integrated navigation includes that differential GPS, inertial navigation and wheel speed meter unit, UWB positioning system include on board unit With trackside beacon element;Positioning and high-precision of the navigation elements for realizing drive robot system in test site are positioned oneself Determine appearance;
Track following unit follows for realizing drive robot system is high-precision to the progress of preset driving trace, leads to The front wheel angle and travel speed for crossing control unit control adjustment vehicle, so that vehicle follows preset target trajectory to travel;
Mechanical operating parts control unit is connected to control unit and vehicle execution unit, and vehicle execution unit uses direct current Brushless motor is power output, is turned by a series of power generation arrangement and mechanical driving device realization to tested vehicle To, braking, the real-time control of throttle, gear, the target instruction target word of high-precision track following unit is issued to survey to realize The motion control to vehicle is realized in test run;
Remote data transmission unit is for realizing the communication of the real time full duplex of tested vehicle and monitoring center, remote transmission Unit uses V2X mechanics of communication, and monitoring center can send instructions down at any time controls tested vehicle, modifies test trails and survey The frequency is tried, interior drive robot system then acquires the vehicle condition information of tested vehicle in real time, and uploads in real time Monitoring center realizes the long-range monitoring to tested vehicle-state.
A kind of control method of the drive robot system for vehicle testing, comprising the following steps:
Step 1), by position with navigation elements obtain in real time longitude and latitude positional information of the vehicle under global coordinates system and The course information (latitude, longitude, heading) of vehicle;
Step 2), by step 1) obtain longitude and latitude positional information and course information need by coordinate convert could incite somebody to action Global coordinates system position is converted into local coordinate system position:
(xlocal,ylocal, α) and=Tconv(latitude,longitude,heading)
Wherein, α is the front wheel slip angle of vehicle;
Step 3), the vehicle platform where obtaining current time automated driving system are relative to test site coordinate system After position and course data, the high precision tracking to vehicle movement track is realized using high-precision track following algorithm;
Because blocking test field is tested under environment, when carrying out the test of multiple road situation, the movement velocity of vehicle is always In low speed environments, thus pure track algorithm can be met the requirements well:
As shown in Figure 1, in car body coordinate oxlocalylocalIn, P (xlocal,ylocal) be planning path on point, L is automobile The chord length and motor racing forward sight distance of travelled circular arc, R are the radius of the segmental arc.The size of front wheel steering angle can be obtained Are as follows:
H: vehicle wheelbase;P: the lateral distance between vehicle and planning path;
Traditional pure track algorithm needs to consider the comfort level of the driving safety and passenger of vehicle, thus in tracking essence Degree aspect slightly has deviation, and drive robot system according to the present invention is only needed without considering the problems of passenger's comfort level Consider the driving safety constraint of vehicle, thus the tracking accuracy of tested vehicle can be promoted:
Target,FCtarget,BCTarget,HCTarget)=Functionpurepursuit(Mtrajectory,xlocal,ylocal,α)
Wherein αTargetIt is the steering wheel target position information at next control moment that track algorithm calculates, FCTargetIt is the target throttle opening information at next control moment, BCTargetIt is the target braking amount letter at next control moment Breath, wherein the control of throttle and braking amount belongs to decoupling relationship;HCTargetIt is the object gear information at next control moment;On Stating object control information will be exported by the CAN bus of vehicle to the line traffic control execution unit of drive robot system;
3) step 4) obtains the object control information of line traffic control execution unit through the above steps;In order to enable of the invention Drive robot system can be adapted to various, this drive robot system using a variety of electric drive systems as power come Source carries out the transmission of dynamical system using transmission system.
Such as Fig. 3, throttle pedipulator uses stepper motor servo control mode, realizes the high accuracy positioning of throttle;Brake Tool leg is driven using stepper motor, and the control to braking deceleration is realized by self-regulation brake force size;Gear shifting manipulator is The crucial execution unit of drive robot system, using seven-link assembly two-freedom closed chain mechanism, using two joint angle displacement transducer Device feeds back mobile message, and the space displacement coordinate of manipulator is determined according to angular displacement, is not needing to carry out automobile gearshift mechanism Under the premise of transformation, realizes block selecting and hang and pluck the mechanically decoupled of gear both direction movement, it is final to realize to drive robot machinery The accurate control of hand.
Drive robot obtains positioning oneself information in the high-precision of test site with navigation elements in positioning, track with Track unit carries out high-precision model- following control to preset driving trace, by adjusting the front wheel angle and travel speed of vehicle, So that vehicle follows preset target trajectory to travel.After mechanical operating parts unit obtains control information, by a series of dynamic Force generating apparatus and mechanical driving device realize to the steering of tested vehicle, braking, throttle, gear real-time control, meanwhile, The vehicle condition information of tested vehicle is acquired in real time, and uploads to monitoring center in real time and tested vehicle-state is remotely supervised Control, monitoring center can also send instructions down at any time controls tested vehicle, modification test trails and the test frequency etc..
Referring to fig. 4, main control computer receives current location, speed and the engine of each executing agency to drive robot structure Then the information such as revolving speed according to obtained input data and pre-enter the data into memory, calculate simultaneously defeated in real time Executing agency's command signal out, meanwhile, control the starting and stopping of engine.In addition, in order to guarantee such as cooling water occurring Protection test vehicle and testing stand are not damaged when the failures such as temperature is excessively high, blow out, sideslip, the servo control of each executing agency The mode of air pressure driving, electric drive or pneumoelectric combination drive can be used in system, and servo control unit receives main control unit signal The intake and exhaust solenoid valve in stepper motor or cylinder chamber is driven afterwards, realizes the control to stepper motor or cylinder location.In order to Realize the accurate positioning of throttle position, throttle pedipulator uses motor servo control mode;Brake is adjustable using brake force electricity Pneumatic control;Clutch is then the adjustable pneumatic control of speed electricity;Gear shifting manipulator is using pneumatic seven-link assembly shift execution machine Structure, length of connecting rod pass through optimization design, and block selecting, the movable machinery plucked into gear both direction decouple, and realize gearing movement machinery Decouple simplified control, unique cylinder location technology, it may be achieved manipulator any position is accurately positioned, and in addition drives using air pressure The dynamic elasticity and flexibility for making manipulator behavior that there is people's muscle.

Claims (6)

1. a kind of drive robot system for vehicle testing, which is characterized in that including control unit and and control unit The positioning of connection and navigation elements, track following unit, mechanical operating parts control unit and remote data transmission unit;
Positioning is with navigation elements for obtaining the course of longitude and latitude positional information and vehicle of the vehicle under global coordinates system in real time Information, and will acquire information and be sent to control unit;
Track following unit is used for vehicle movement track following, and pursuit path information is sent to control unit;
Mechanical operating parts control unit is connected to control unit and vehicle execution unit, executes the control letter of control unit transmitting Number;
Remote data transmission unit is for the data transmission between control unit and monitoring center;
Controller unit is used to receive the location information that positioning is sent with navigation elements, and sends pending control signal to machinery Execution unit control unit.
2. a kind of drive robot system for vehicle testing according to claim 1, which is characterized in that position and lead The unit that navigates includes the preset UWB positioning system of integrated navigation and test site, and integrated navigation includes differential GPS, inertial navigation and wheel speed meter Unit, UWB positioning system include on board unit and trackside beacon element.
3. a kind of drive robot system for vehicle testing according to claim 1, which is characterized in that vehicle executes Component uses DC brushless motor for power output.
4. a kind of control method based on drive robot system described in claim 1, which comprises the following steps:
Step 1) obtains longitude and latitude positional information and vehicle of the vehicle under global coordinates system with navigation elements by positioning in real time Course information;
Step 2), the longitude and latitude positional information that step 1) is obtained and course information are converted by coordinate, by global coordinates system position It sets and is converted into local coordinate system position;
Step 3), according to local coordinate system position, the high precision tracking to vehicle movement track is realized using track following algorithm;
3) step 4) obtains the object control information of line traffic control execution unit through the above steps.
5. the control method of drive robot system according to claim 4, which is characterized in that by global coordinates system position It is as follows to be converted into local coordinate system location formula:
(xlocal,ylocal, α) and=Tconv(latitude,longitude,heading)
Wherein, α is the front wheel slip angle of vehicle.
6. the control method of drive robot system according to claim 4, which is characterized in that track following algorithm includes It is as follows:
In car body coordinate oxlocalylocalIn, P (xlocal,ylocal) it is point in planning path, L travels the string of circular arc by automobile Long and motor racing forward sight distance, R are the radius of the segmental arc;Obtain the size of front wheel steering angle are as follows:
H: vehicle wheelbase;P: the lateral distance between vehicle and planning path;
Track algorithm formula is as follows:
Target,FCtarget,BCTarget,HCTarget)=Functionpurepursuit(Mtrajectory,xlocal,ylocal,α)
Wherein αTargetIt is the steering wheel target position information at next control moment that track algorithm calculates, FCTargetIt is The target throttle opening information at next control moment, BCTargetIt is the target braking amount information at next control moment, wherein The control of throttle and braking amount belongs to decoupling relationship;HCTargetIt is the object gear information at next control moment.
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Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109883448A (en) * 2019-03-28 2019-06-14 北京经纬恒润科技有限公司 Map box test method and system
CN110455554A (en) * 2019-09-03 2019-11-15 酷黑科技(北京)有限公司 A kind of unmanned vehicle test macro and method
CN110703810A (en) * 2019-11-18 2020-01-17 浙江天尚元科技有限公司 Following vehicle with track prediction and random position tracking functions and following method
CN110927444A (en) * 2019-11-18 2020-03-27 中汽研汽车检验中心(天津)有限公司 Intelligent unmanned test platform and test method for testing whole vehicle energy consumption of pure electric vehicle
CN111125624A (en) * 2019-11-29 2020-05-08 浙江维尔科技有限公司 Shift lever gear determination method and device
CN111580500A (en) * 2020-05-11 2020-08-25 吉林大学 Evaluation method for safety of automatic driving automobile
CN111813110A (en) * 2020-06-28 2020-10-23 天津大学 Method for controlling snake-shaped robot to follow path to active disturbance rejection
CN112785838A (en) * 2019-11-11 2021-05-11 千寻位置网络有限公司 Test yard supervision system and method thereof

Citations (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102358287A (en) * 2011-09-05 2012-02-22 北京航空航天大学 Trajectory tracking control method used for automatic driving robot of vehicle
CN102393308A (en) * 2011-09-07 2012-03-28 中国汽车技术研究中心 Driving robot used for automobile test
CN102435442A (en) * 2011-09-05 2012-05-02 北京航空航天大学 Automatic drive robot used in vehicle road tests
CN102928860A (en) * 2012-10-18 2013-02-13 无锡清华信息科学与技术国家实验室物联网技术中心 Method for improving GPS (Global Positioning System) positioning precision on the basis of local positioning information
CN103207634A (en) * 2013-03-20 2013-07-17 北京工业大学 Data fusion system and method of differential GPS (Global Position System) and inertial navigation in intelligent vehicle
US20130231779A1 (en) * 2012-03-01 2013-09-05 Irobot Corporation Mobile Inspection Robot
EP2728428A1 (en) * 2012-11-02 2014-05-07 Rockwell Automation Technologies, Inc. Cloud based drive monitoring solution
CN103852264A (en) * 2014-03-27 2014-06-11 北京联合大学 System and method for testing basic performance of unmanned vehicle
CN103940434A (en) * 2014-04-01 2014-07-23 西安交通大学 Real-time lane line detecting system based on monocular vision and inertial navigation unit
CN104359492A (en) * 2014-11-03 2015-02-18 中国科学院合肥物质科学研究院 Error estimation algorithm for track plotting positioning system composed of inertial navigator and wheel speed meter
CN104960520A (en) * 2015-07-16 2015-10-07 北京工业大学 Preview point determining method based on Pure Pursuit algorithm
CN105007590A (en) * 2015-05-06 2015-10-28 长安大学 Car networking vehicular access WiFi wireless network performance test device and test method thereof
CN105527904A (en) * 2016-01-25 2016-04-27 重庆德新机器人检测中心有限公司 Automatic vehicle remote wireless driving system
CN205426533U (en) * 2016-03-17 2016-08-03 赵永杰 Gas electricity hybrid electric bus dynamic parameters testing arrangement
JP2016161465A (en) * 2015-03-04 2016-09-05 トヨタ自動車九州株式会社 Vehicle durability testing device
US9671777B1 (en) * 2016-06-21 2017-06-06 TruPhysics GmbH Training robots to execute actions in physics-based virtual environment
US20170277171A1 (en) * 2013-05-09 2017-09-28 Rockwell Automation Technologies, Inc. Using cloud-based data for virtualization of an industrial automation environment with information overlays
CN107339996A (en) * 2017-06-30 2017-11-10 百度在线网络技术(北京)有限公司 Vehicle method for self-locating, device, equipment and storage medium
CN107656301A (en) * 2017-09-20 2018-02-02 北京航天发射技术研究所 A kind of vehicle positioning method based on Multi-source Information Fusion
CN108089180A (en) * 2017-12-18 2018-05-29 江苏添仂智能科技有限公司 Based on UWB sensors as back indicator to the localization method of GPS and inertial navigation system the suspension type rail vehicle corrected
CN207423527U (en) * 2017-11-21 2018-05-29 山东交通学院 A kind of experiment drive robot based on virtual instrument
CN108572576A (en) * 2018-07-10 2018-09-25 吉林大学 It is man-machine drive altogether and unmanned technology and test vehicle-mounted external drive robot

Patent Citations (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102435442A (en) * 2011-09-05 2012-05-02 北京航空航天大学 Automatic drive robot used in vehicle road tests
CN102358287A (en) * 2011-09-05 2012-02-22 北京航空航天大学 Trajectory tracking control method used for automatic driving robot of vehicle
CN102393308A (en) * 2011-09-07 2012-03-28 中国汽车技术研究中心 Driving robot used for automobile test
US20130231779A1 (en) * 2012-03-01 2013-09-05 Irobot Corporation Mobile Inspection Robot
CN102928860A (en) * 2012-10-18 2013-02-13 无锡清华信息科学与技术国家实验室物联网技术中心 Method for improving GPS (Global Positioning System) positioning precision on the basis of local positioning information
EP2728428A1 (en) * 2012-11-02 2014-05-07 Rockwell Automation Technologies, Inc. Cloud based drive monitoring solution
CN103207634A (en) * 2013-03-20 2013-07-17 北京工业大学 Data fusion system and method of differential GPS (Global Position System) and inertial navigation in intelligent vehicle
US20170277171A1 (en) * 2013-05-09 2017-09-28 Rockwell Automation Technologies, Inc. Using cloud-based data for virtualization of an industrial automation environment with information overlays
CN103852264A (en) * 2014-03-27 2014-06-11 北京联合大学 System and method for testing basic performance of unmanned vehicle
CN103940434A (en) * 2014-04-01 2014-07-23 西安交通大学 Real-time lane line detecting system based on monocular vision and inertial navigation unit
CN104359492A (en) * 2014-11-03 2015-02-18 中国科学院合肥物质科学研究院 Error estimation algorithm for track plotting positioning system composed of inertial navigator and wheel speed meter
JP2016161465A (en) * 2015-03-04 2016-09-05 トヨタ自動車九州株式会社 Vehicle durability testing device
CN105007590A (en) * 2015-05-06 2015-10-28 长安大学 Car networking vehicular access WiFi wireless network performance test device and test method thereof
CN104960520A (en) * 2015-07-16 2015-10-07 北京工业大学 Preview point determining method based on Pure Pursuit algorithm
CN105527904A (en) * 2016-01-25 2016-04-27 重庆德新机器人检测中心有限公司 Automatic vehicle remote wireless driving system
CN205426533U (en) * 2016-03-17 2016-08-03 赵永杰 Gas electricity hybrid electric bus dynamic parameters testing arrangement
US9671777B1 (en) * 2016-06-21 2017-06-06 TruPhysics GmbH Training robots to execute actions in physics-based virtual environment
CN107339996A (en) * 2017-06-30 2017-11-10 百度在线网络技术(北京)有限公司 Vehicle method for self-locating, device, equipment and storage medium
CN107656301A (en) * 2017-09-20 2018-02-02 北京航天发射技术研究所 A kind of vehicle positioning method based on Multi-source Information Fusion
CN207423527U (en) * 2017-11-21 2018-05-29 山东交通学院 A kind of experiment drive robot based on virtual instrument
CN108089180A (en) * 2017-12-18 2018-05-29 江苏添仂智能科技有限公司 Based on UWB sensors as back indicator to the localization method of GPS and inertial navigation system the suspension type rail vehicle corrected
CN108572576A (en) * 2018-07-10 2018-09-25 吉林大学 It is man-machine drive altogether and unmanned technology and test vehicle-mounted external drive robot

Non-Patent Citations (5)

* Cited by examiner, † Cited by third party
Title
ROLF SCHMIDT: "Autonomous driving on vehicle test tracks: overview, implementation and results", 《PROCEEDINGS OF THE IEEE INTELLIGENT VEHICLES SYMPOSIUM 2000》 *
刘占文: "基于车联网的交叉口行车事故预警方案及仿真", 《计算机仿真》 *
孙运平: "车辆试验用驾驶机器人控制系统的开发", 《中国优秀硕士学位论文全文数据库 信息科技辑》 *
搜狐: "《IMU 自动驾驶中的最后一道安全防线》", 1 December 2017 *
赵轩: "基于 nRF24L01 的无线式模型车运动状态监控系统", 《科技导报》 *

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* Cited by examiner, † Cited by third party
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