CN108177652A - The track keeping method and system of a kind of four-wheel steering delivery vehicle - Google Patents

The track keeping method and system of a kind of four-wheel steering delivery vehicle Download PDF

Info

Publication number
CN108177652A
CN108177652A CN201711450348.0A CN201711450348A CN108177652A CN 108177652 A CN108177652 A CN 108177652A CN 201711450348 A CN201711450348 A CN 201711450348A CN 108177652 A CN108177652 A CN 108177652A
Authority
CN
China
Prior art keywords
track
control
wheel
value
torque
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
CN201711450348.0A
Other languages
Chinese (zh)
Inventor
綦科
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.)
Guangzhou University
Original Assignee
Guangzhou University
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 Guangzhou University filed Critical Guangzhou University
Priority to CN201711450348.0A priority Critical patent/CN108177652A/en
Publication of CN108177652A publication Critical patent/CN108177652A/en
Pending legal-status Critical Current

Links

Classifications

    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W30/00Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units, or advanced driver assistance systems for ensuring comfort, stability and safety or drive control systems for propelling or retarding the vehicle
    • B60W30/10Path keeping
    • B60W30/12Lane keeping
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W40/00Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
    • B60W40/10Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to vehicle motion
    • B60W40/112Roll movement
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B62LAND VEHICLES FOR TRAVELLING OTHERWISE THAN ON RAILS
    • B62DMOTOR VEHICLES; TRAILERS
    • B62D15/00Steering not otherwise provided for
    • B62D15/02Steering position indicators ; Steering position determination; Steering aids
    • B62D15/025Active steering aids, e.g. helping the driver by actively influencing the steering system after environment evaluation
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2520/00Input parameters relating to overall vehicle dynamics
    • B60W2520/14Yaw

Abstract

The track keeping method and system of a kind of four-wheel steering delivery vehicle disclosed by the invention, wherein, method includes:Design Lane keeps control parameter, lane control that mathematical model, track is kept to keep control targe;Implement lane control and keep mathematical model, solve the value that track keeps control targe and determining track keeps control parameter;The value of track holding control parameter is provided to torque controller;The value of control parameter is kept to carry out torque arithmetic according to track and distribute front and back wheel torque correction value;Front-and rear-wheel steer equipment is controlled according to front and back wheel torque correction value, it is final that vehicle is controlled to implement track holding.The present invention can keep control requirement distribution front and back wheel torque according to track, by front-wheel steer control and the combination of rear-axle steering control, the turning facilities of front wheels and rear wheels be controlled respectively, so as to effectively improve the track retention property of four-wheel steering delivery vehicle.

Description

The track keeping method and system of a kind of four-wheel steering delivery vehicle
Technical field
The invention belongs to delivery vehicle field of intelligent control, and in particular to a kind of track of four-wheel steering delivery vehicle is kept Method.
Background technology
Lane Keeping System (LKAS) be delivery vehicle intelligent driving function in an important component part, it is main Effect is to prevent the deviation of vehicle.In order to prevent by deviation cause accident and assist delivery vehicle intelligently turn To LKAS systems apply torque when will deviation occur for delivery vehicle to transfer, and control delivery vehicle is maintained at It is travelled in track.
The front wheels and rear wheels of four-wheel steering delivery vehicle all have certain turning function, effectively increase delivery vehicle and exist To turning to the response speed inputted, improving manipulation portability under the low speed and reducing automobile turning in entire vehicle speed range Radius improves mobility, and therefore, the application range of four-wheel steering delivery vehicle is increasingly extensive.
However, existing LKAS systems are mostly for front-wheel steer delivery vehicle, only by adjusting front-wheel steer torque or Steering angle implements track holding.Since the trailing wheel of the type delivery vehicle cannot turn to, existing LKAS systems can not be to rear Wheel implements track and keeps control, therefore be not particularly suited for four-wheel steering delivery vehicle.
Therefore, the prior art needs further development and improves.
Invention content
The problem of not being suitable for four-wheel steering delivery vehicle for existing LKAS systems, the invention discloses one kind four to rotate To the track keeping method of delivery vehicle, control requirement distribution front and back wheel torque can be kept according to track, while control four-wheel The front wheels and rear wheels for turning to delivery vehicle turn to, and effectively improve the road-holding ability of four-wheel steering delivery vehicle;Meanwhile this hair It is bright accordingly to disclose a kind of Lane Keeping System of four-wheel steering delivery vehicle.
The track keeping method of a kind of four-wheel steering delivery vehicle disclosed by the invention, applied to execution intelligent driving pattern The delivery vehicle with four-wheel steering in, the delivery vehicle have LKAS controllers, torque controller, front-wheel steer control Device, rear-axle steering controller, front-wheel steer equipment and rear-axle steering equipment, include the following steps:
Control parameter and corresponding lane control is kept to keep mathematical model and design in LKAS controller designs track Track keeps standard of the control targe as track holding control parameter;
LKAS controllers implement the lane control and keep mathematical model, solve track and keep control targe and determining track Keep the value of control parameter;
LKAS controllers provide the value of track holding control parameter to torque controller;
Torque controller keeps the value of control parameter to carry out torque arithmetic and distributes front and back wheel torque correction value according to track;
Front-wheel steer controller controls front-wheel steer equipment according to front wheel torque corrected value, and rear-axle steering controller is after Take turns torque correction value control rear-axle steering equipment;
Front-wheel steer equipment and rear-axle steering equipment co- controlling vehicle implement track holding.
Further, Design Lane keeps mathematical model to include four dimension modules of generation, and four dimension module includes four dimensions Single flight path bicycle model of degree, four dimension module are provided by state vector:
A, B, D are coefficient matrix, and x is four-dimensional state vector, is given by:
ψ is the yaw angle of delivery vehicle, and y is Lane tracking lateral displacement;
U in equation (1) keeps control parameter, and u=[δ for trackfr], δfFor the front wheel angle of delivery vehicle, δr Trailing wheel corner for delivery vehicle.
Further, Design Lane keeps control targe to include making Lane tracking lateral displacement error delta y and delivery vehicle Yaw angle error delta ψ is minimized, wherein,
Δ y=ydesired-ypredicted, Δ ψ=ψdesiredpredicted, ydesiredIt is expected for Lane tracking lateral displacement Value, ypredictedFor Lane tracking lateral displacement predicted value, ψdesiredFor delivery vehicle yaw angle desired value, ψpredictedFor delivery Tool yaw angle predicted value;
Design Lane keeps control targe to further include the control variable found and minimize secondary cost function J;Wherein,
Q (t) is the weight parameter matrix for predicting error, is given by:
QlFor with the relevant weights of lateral displacement error delta y, QhFor with the relevant weights of yaw angle error delta ψ;
R (t) is the weight parameter matrix for controlling steering angle, is given by:
RfIt is and the relevant weight of front-wheel steer, RrIt is and the relevant weight of rear-axle steering.
Further, implement the lane control and keep mathematical model, solve track and keep control targe and determining track The value of control parameter is kept to include:It calculates track and keeps control parameter u=[δfr] to make J minimum, that is, solve equation (3).
Further, the value of control parameter is kept to carry out torque arithmetic according to track to include:It is kept according to the track of solution Control parameter u=[δfr] calculate front and back wheel torque correction value.
Corresponding disclosed a kind of Lane Keeping System of four-wheel steering delivery vehicle of the invention, including LKAS controllers, is turned round Square controller, front-wheel steer controller, rear-axle steering controller, front-wheel steer equipment and rear-axle steering equipment;
The LKAS controllers keep control parameter and corresponding lane control to keep mathematical model for Design Lane, if The standard that track keeps control targe to keep control parameter as the track is counted, implements the lane control and keeps mathematical modulo Type solves the value that track keeps control targe and determining track keeps control parameter, and providing track to torque controller keeps control The value of parameter processed;
The torque controller is used to the value of control parameter be kept to carry out torque arithmetic according to track and distributes front and back wheel torsion Square corrected value;
The front-wheel steer controller is used to control front-wheel steer equipment, rear-axle steering control according to front wheel torque corrected value Device is used to control rear-axle steering equipment according to trailing wheel torque correction value;
The front-wheel steer equipment and rear-axle steering equipment are used for according to front-wheel steer controller and rear-axle steering controller Control instruction co- controlling vehicle implement track holding.
Further, the LKAS controllers include storage unit and processing unit;
The storage unit keeps control parameter for storing track;
The processing unit keeps the corresponding lane control of control parameter to keep mathematical model for generating track, designs vehicle Road keeps control targe to keep the standard of control parameter as the track, implements the lane control and keeps mathematical model, asks The value that track keeps control targe and determining track keeps control parameter is solved, providing track to torque controller keeps control parameter Value.
Further, the torque controller includes torque arithmetic unit and front and back wheel torque allocation unit;
The torque arithmetic unit is used to the value progress torque arithmetic of control parameter be kept to obtain front and back wheel torsion according to track Square corrected value;
The front and back wheel torque allocation unit is used to front and back wheel torque correction value corresponding to distribution to the front-wheel steer control Device and rear-axle steering controller processed.
Advantageous effect:The present invention can keep control requirement distribution front and back wheel torque according to track, pass through front-wheel steer control System and the combination of rear-axle steering control control the turning facilities of front wheels and rear wheels respectively, so as to effectively improve four-wheel steering delivery The track retention property of tool.
Description of the drawings
Fig. 1 is a kind of structure diagram of the Lane Keeping System of four-wheel steering delivery vehicle in embodiment.
Fig. 2 is a kind of flow diagram of the track keeping method of four-wheel steering delivery vehicle in embodiment.
Fig. 3 is single flight path bicycle model that a kind of track keeping method of four-wheel steering delivery vehicle in embodiment uses Schematic diagram.
Specific embodiment
To make the purpose of the present invention, technical solution and effect clearer, clear and definite, develop simultaneously embodiment pair referring to the drawings The present invention is further described.It should be appreciated that specific embodiment described herein is not used to only to explain the present invention Limit the present invention.
Embodiment one
It please refers to Fig.1 to Fig.3, a kind of track keeping method of four-wheel steering delivery vehicle, can answer disclosed in embodiment one For performing in the delivery vehicle (such as vehicle) with four-wheel steering of intelligent driving pattern.As shown in Figure 1, the delivery work Tool is set with LKAS controllers 10, torque controller 20, front-wheel steer controller 30, rear-axle steering controller 40, front-wheel steer Standby 50 and rear-axle steering equipment 60.Referring to figs. 2 to Fig. 3, the program includes the following steps S100 to step S600:
Step S100 keeps control parameter and corresponding lane control to keep mathematical modulo in LKAS controller designs track Type and Design Lane keep standard of the control targe as track holding control parameter.
In step S100, Design Lane keeps mathematical model to include four dimension modules of generation, and four dimension module includes four Single flight path bicycle model of dimension, four dimension module are provided by state vector:
A, B, D are coefficient matrix (can be empirical value), and x is four-dimensional state vector, is given by:
ψ is the yaw angle of delivery vehicle, and y is (above ● to represent first derivative, T represents transposition for Lane tracking lateral displacement Matrix);
U in equation (1) keeps control parameter, and u=[δ for trackfr], δfFor the front wheel angle of delivery vehicle, δr Trailing wheel corner for delivery vehicle.
Further, Design Lane keeps control targe to include making Lane tracking lateral displacement error delta y and delivery vehicle Yaw angle error delta ψ is minimized, wherein,
Δ y=ydesired-ypredicted, Δ ψ=ψdesiredpredicted, ydesiredIt is expected for Lane tracking lateral displacement Value, ypredictedFor Lane tracking lateral displacement predicted value, ψdesiredFor delivery vehicle yaw angle desired value, ψpredictedFor delivery Tool yaw angle predicted value;Wherein, desired value can obtain the detection of lane line by the sensor on delivery vehicle;Predicted value can It is calculated by obtaining the current speed of delivery vehicle, corner, acceleration etc., such as the position of the rear vehicle of prediction 0.5s (Lane tracking lateral displacement, yaw angle).
Design Lane keeps control targe to further include the control variable found and minimize secondary cost function J;Wherein,
Q (t) is the weight parameter matrix for predicting error, is given by:
QlFor with the relevant weights of lateral displacement error delta y, QhFor with the relevant weights of yaw angle error delta ψ;
R (t) is the weight parameter matrix for controlling steering angle, is given by:
RfIt is and the relevant weight of front-wheel steer (can be empirical value), RrIt is that (can be with the relevant weight of rear-axle steering Empirical value).
Step S200, LKAS controller implement the lane control and keep mathematical model, solve track and keep control targe The value of control parameter is kept with determining track.
In step S200, implement the lane control and keep mathematical model, solve track and keep control targe and determining vehicle Road keeps the value of control parameter to include:It calculates track and keeps control parameter u=[δfr] to make J minimum, that is, solve equation (3)。
Further, the value of control parameter is kept to carry out torque arithmetic according to track to include:It is kept according to the track of solution Control parameter u=[δfr] calculate front and back wheel torque correction value.
Step S300, LKAS controller provides the value of track holding control parameter to torque controller.
Step S400, torque controller keep the value of control parameter to carry out torque arithmetic and distribute front and back wheel torsion according to track Square corrected value.
Step S500, front-wheel steer controller control front-wheel steer equipment, rear-axle steering control according to front wheel torque corrected value Device processed controls rear-axle steering equipment according to trailing wheel torque correction value.
Step S600, front-wheel steer equipment and rear-axle steering equipment co- controlling vehicle implement track holding.
Embodiment two
Referring to Fig. 1, a kind of corresponding disclosed Lane Keeping System of four-wheel steering delivery vehicle of embodiment two, including LKAS controllers 10, torque controller 20, front-wheel steer controller 30, rear-axle steering controller 40, front-wheel steer equipment 50 with And rear-axle steering equipment 60;
The LKAS controllers 10 keep control parameter and corresponding lane control to keep mathematical model for Design Lane, Design Lane keeps control targe to keep the standard of control parameter as the track, implements the lane control and keeps mathematical modulo Type solves the value that track keeps control targe and determining track keeps control parameter, and providing track to torque controller keeps control The value of parameter processed;
The torque controller 20 is used to the value of control parameter be kept to carry out torque arithmetic according to track and distributes front and back wheel Torque correction value;
The front-wheel steer controller 30 is used to control front-wheel steer equipment 50, rear-axle steering according to front wheel torque corrected value Controller 40 is used to control rear-axle steering equipment 60 according to trailing wheel torque correction value;
The front-wheel steer equipment 50 and rear-axle steering equipment 60 are used for according to front-wheel steer controller 30 and rear-axle steering The control instruction co- controlling vehicle of controller 40 implements track holding.
Further, LKAS controllers 10 include storage unit 12 and processing unit 14;
The storage unit 12 keeps control parameter for storing track;
The processing unit 14 keeps the corresponding lane control of control parameter to keep mathematical model, design for generating track Track keeps control targe to keep the standard of control parameter as the track, implements the lane control and keeps mathematical model, The value that track keeps control targe and determining track keeps control parameter is solved, providing track to torque controller keeps control ginseng Several values.
Further, torque controller 20 includes torque arithmetic unit 22 and front and back wheel torque allocation unit 24;
The torque arithmetic unit 24 is used to the value progress torque arithmetic of control parameter be kept to obtain front and back wheel according to track Torque correction value;
The front and back wheel torque allocation unit 24 is used to front and back wheel torque correction value corresponding to distribution to the front-wheel steer Controller 30 and rear-axle steering controller 40.
The operation principle reference implementation example one of embodiment two, which is not described herein again.
In conclusion above example can keep control requirement distribution front and back wheel torque according to track, pass through preceding rotation To control and the combination of rear-axle steering control, the turning facilities of front wheels and rear wheels are controlled respectively, so as to effectively improve four-wheel steering The track retention property of delivery vehicle.
It should be understood that for those of ordinary skills, can be improved or converted according to the above description, And all these modifications and variations should all belong to the protection domain of appended claims of the present invention.

Claims (8)

1. a kind of track keeping method of four-wheel steering delivery vehicle has four-wheel steering applied to execution intelligent driving pattern Delivery vehicle in, the delivery vehicle have LKAS controllers, torque controller, front-wheel steer controller, rear-axle steering control Device processed, front-wheel steer equipment and rear-axle steering equipment, which is characterized in that include the following steps:
Control parameter and corresponding lane control is kept to keep mathematical model and Design Lane in LKAS controller designs track Control targe is kept to keep the standard of control parameter as the track;
LKAS controllers implement the lane control and keep mathematical model, solve track and control targe and determining track is kept to keep The value of control parameter;
LKAS controllers provide the value of track holding control parameter to torque controller;
Torque controller keeps the value of control parameter to carry out torque arithmetic and distributes front and back wheel torque correction value according to track;
Front-wheel steer controller controls front-wheel steer equipment according to front wheel torque corrected value, and rear-axle steering controller is turned round according to trailing wheel Square corrected value controls rear-axle steering equipment;
Front-wheel steer equipment and rear-axle steering equipment co- controlling vehicle implement track holding.
2. the track keeping method of four-wheel steering delivery vehicle according to claim 1, which is characterized in that Design Lane is protected It holds mathematical model and includes four dimension modules of generation, four dimension module includes single flight path bicycle model of four dimensions, the four-dimension Model is provided by state vector:
A, B, D are coefficient matrix, and x is four-dimensional state vector, is given by:
ψ is the yaw angle of delivery vehicle, and y is Lane tracking lateral displacement;
U in equation (1) keeps control parameter, and u=[δ for trackfr], δfFor the front wheel angle of delivery vehicle, δrFor delivery The trailing wheel corner of tool.
3. the track keeping method of four-wheel steering delivery vehicle according to claim 2, which is characterized in that Design Lane is protected Control targe is held to include minimizing Lane tracking lateral displacement error delta y and delivery vehicle yaw angle error delta ψ, wherein,
Δ y=ydesired-ypredicted, Δ ψ=ψdesiredpredicted, ydesiredFor Lane tracking lateral displacement desired value, ypredictedFor Lane tracking lateral displacement predicted value, ψdesiredFor delivery vehicle yaw angle desired value, ψpredictedTo deliver work Has yaw angle predicted value;
Design Lane keeps control targe to further include the control variable found and minimize secondary cost function J;Wherein,
Q (t) is the weight parameter matrix for predicting error, is given by:
QlFor with the relevant weights of lateral displacement error delta y, QhFor with the relevant weights of yaw angle error delta ψ;
R (t) is the weight parameter matrix for controlling steering angle, is given by:
RfIt is and the relevant weight of front-wheel steer, RrIt is and the relevant weight of rear-axle steering.
4. the track keeping method of four-wheel steering delivery vehicle according to claim 3, which is characterized in that implement the vehicle Road control keeps mathematical model, solves track and keeps control targe and determining track that the value of control parameter is kept to include:Calculate vehicle Road keeps control parameter u=[δfr] to make J minimum, that is, solve equation (3).
5. the track keeping method of four-wheel steering delivery vehicle according to claim 4, which is characterized in that protected according to track The value progress torque arithmetic for holding control parameter includes:Control parameter u=[δ are kept according to the track of solutionfr] calculate front and back wheel Torque correction value.
6. a kind of Lane Keeping System of four-wheel steering delivery vehicle, which is characterized in that including LKAS controllers, moment of torsion control Device, front-wheel steer controller, rear-axle steering controller, front-wheel steer equipment and rear-axle steering equipment;
The LKAS controllers keep control parameter and corresponding lane control to keep mathematical model for Design Lane, design vehicle Road keeps control targe to keep the standard of control parameter as the track, implements the lane control and keeps mathematical model, asks The value that track keeps control targe and determining track keeps control parameter is solved, providing track to torque controller keeps control parameter Value;
The torque controller is used to the value of control parameter be kept to carry out torque arithmetic according to track and distributes front and back wheel torque school Positive value;
The front-wheel steer controller is used to control front-wheel steer equipment according to front wheel torque corrected value, and rear-axle steering controller is used According to trailing wheel torque correction value control rear-axle steering equipment;
The front-wheel steer equipment and rear-axle steering equipment are used for the control according to front-wheel steer controller and rear-axle steering controller System instruction co- controlling vehicle implements track holding.
7. the Lane Keeping System of four-wheel steering delivery vehicle according to claim 6, which is characterized in that the LKAS controls Device processed includes storage unit and processing unit;
The storage unit keeps control parameter for storing track;
The processing unit keeps the corresponding lane control of control parameter to keep mathematical model for generating track, and Design Lane is protected The standard that control targe keeps control parameter as the track is held, implements the lane control and keeps mathematical model, solve vehicle Road keeps control targe and determining track to keep the value of control parameter, and providing track to torque controller keeps control parameter Value.
8. the Lane Keeping System of four-wheel steering delivery vehicle according to claim 7, which is characterized in that the torque control Device processed includes torque arithmetic unit and front and back wheel torque allocation unit;
The torque arithmetic unit is used to the value progress torque arithmetic of control parameter be kept to obtain front and back wheel torque school according to track Positive value;
The front and back wheel torque allocation unit is used to front and back wheel torque correction value corresponding to distribution to the front-wheel steer controller With rear-axle steering controller.
CN201711450348.0A 2017-12-27 2017-12-27 The track keeping method and system of a kind of four-wheel steering delivery vehicle Pending CN108177652A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201711450348.0A CN108177652A (en) 2017-12-27 2017-12-27 The track keeping method and system of a kind of four-wheel steering delivery vehicle

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201711450348.0A CN108177652A (en) 2017-12-27 2017-12-27 The track keeping method and system of a kind of four-wheel steering delivery vehicle

Publications (1)

Publication Number Publication Date
CN108177652A true CN108177652A (en) 2018-06-19

Family

ID=62547925

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201711450348.0A Pending CN108177652A (en) 2017-12-27 2017-12-27 The track keeping method and system of a kind of four-wheel steering delivery vehicle

Country Status (1)

Country Link
CN (1) CN108177652A (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113353074A (en) * 2021-08-10 2021-09-07 天津所托瑞安汽车科技有限公司 Vehicle control method and device, electronic equipment and storage medium

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1836947A (en) * 2005-03-24 2006-09-27 丰田自动车株式会社 Vehicle control system and vehicle control method
US20090033259A1 (en) * 2006-08-03 2009-02-05 Stmicroelectronics S.R.I. Method of estimating the state of a system and relative device for estimating position and speed of the rotor of a brushless motor
CN103204162A (en) * 2012-01-11 2013-07-17 通用汽车环球科技运作有限责任公司 Lane Tracking System With Active Rear-steer
US20130274985A1 (en) * 2012-04-16 2013-10-17 GM Global Technology Operations LLC System and method for vehicle lateral control
CN104417361A (en) * 2013-09-10 2015-03-18 富士重工业株式会社 Control system for four-wheel drive vehicle
CN104709348A (en) * 2013-12-11 2015-06-17 通用汽车环球科技运作有限责任公司 Collision avoidance control integrated with EPS controller
CN105667592A (en) * 2014-12-03 2016-06-15 现代摩比斯株式会社 Vehicle steering apparatus and method for lane keeping
CN105711588A (en) * 2016-01-20 2016-06-29 奇瑞汽车股份有限公司 Lane keeping assist system and lane keeping assist method
CN105774905A (en) * 2015-01-08 2016-07-20 通用汽车环球科技运作有限责任公司 Collision avoidance control integrated with electric power steering controller and rear steer
CN106428210A (en) * 2015-08-07 2017-02-22 丰田自动车株式会社 Lane keeping assist apparatus

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1836947A (en) * 2005-03-24 2006-09-27 丰田自动车株式会社 Vehicle control system and vehicle control method
US20090033259A1 (en) * 2006-08-03 2009-02-05 Stmicroelectronics S.R.I. Method of estimating the state of a system and relative device for estimating position and speed of the rotor of a brushless motor
CN103204162A (en) * 2012-01-11 2013-07-17 通用汽车环球科技运作有限责任公司 Lane Tracking System With Active Rear-steer
US20130274985A1 (en) * 2012-04-16 2013-10-17 GM Global Technology Operations LLC System and method for vehicle lateral control
CN104417361A (en) * 2013-09-10 2015-03-18 富士重工业株式会社 Control system for four-wheel drive vehicle
CN104709348A (en) * 2013-12-11 2015-06-17 通用汽车环球科技运作有限责任公司 Collision avoidance control integrated with EPS controller
CN105667592A (en) * 2014-12-03 2016-06-15 现代摩比斯株式会社 Vehicle steering apparatus and method for lane keeping
CN105774905A (en) * 2015-01-08 2016-07-20 通用汽车环球科技运作有限责任公司 Collision avoidance control integrated with electric power steering controller and rear steer
CN106428210A (en) * 2015-08-07 2017-02-22 丰田自动车株式会社 Lane keeping assist apparatus
CN105711588A (en) * 2016-01-20 2016-06-29 奇瑞汽车股份有限公司 Lane keeping assist system and lane keeping assist method

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113353074A (en) * 2021-08-10 2021-09-07 天津所托瑞安汽车科技有限公司 Vehicle control method and device, electronic equipment and storage medium
CN113353074B (en) * 2021-08-10 2021-10-29 天津所托瑞安汽车科技有限公司 Vehicle control method and device, electronic equipment and storage medium

Similar Documents

Publication Publication Date Title
Zhao et al. Displacement and force coupling control design for automotive active front steering system
CN107085424A (en) Pre- for automatic Pilot takes aim at crosswise joint
CN112849127B (en) Method, device, storage medium and equipment for controlling steering of vehicle
Liao et al. Performance-oriented coordinated adaptive robust control for four-wheel independently driven skid steer mobile robot
US20080249686A1 (en) Steering apparatus, automotive vehicle with the same, and steering control method
WO2013102846A1 (en) Reverse drive assist for long wheelbase dual axle trailers
Wang et al. Constrained H∞ control for road vehicles after a tire blow-out
CN105857301B (en) For the moment of torsion control with independent preceding propulsion system and the vehicle of rear propulsion system
CN103057436A (en) Yawing moment control method of individual driven electromobile based on multi-agent
Tian et al. Integrated control with DYC and DSS for 4WID electric vehicles
KR102277285B1 (en) Apparatus for controlling rear wheel steering and method thereof
CN111645755A (en) Control method and device
CN109094644A (en) Active rear steer and direct yaw moment control method under limiting condition
Cao et al. Study on integrated control of vehicle yaw and rollover stability using nonlinear prediction model
Tan et al. Sliding-mode control of four wheel steering systems
CN108177652A (en) The track keeping method and system of a kind of four-wheel steering delivery vehicle
Wang et al. Motion control of four-wheel independently actuated electric ground vehicles considering tire force saturations
JP4613668B2 (en) Vehicle behavior control apparatus and vehicle behavior control method
JP4863880B2 (en) Method and system for controlling steering angle of steerable rear wheel and corresponding vehicle
Ghosh et al. Active yaw control of a vehicle using a fuzzy logic algorithm
Hu et al. Variable structure control for active front steering and direct yaw moment
CN113396093A (en) Method for autonomously controlling device mobility
Liu et al. Cooperative Control of Path Tracking and Driving Stability for Intelligent Vehicles on Potholed Road
Shi et al. A novel integral terminal sliding mode control of yaw stability for steer-by-wire vehicles
KR20170114660A (en) Understeer/oversteer compensating control method of vehicle

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
RJ01 Rejection of invention patent application after publication

Application publication date: 20180619

RJ01 Rejection of invention patent application after publication