DocumentCode :
1889400
Title :
Research on Safety of Vehicle Emergency Collision Avoidance Based on Optimal Control
Author :
Yingjie Liu ; Youqun Zhao ; Xiaofeng Zhou
Author_Institution :
Coll. of Energy & Power Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
fYear :
2013
fDate :
16-17 Jan. 2013
Firstpage :
923
Lastpage :
926
Abstract :
A new research method for solving vehicle emergency collision avoidance problem was proposed. Based on optimal control theory, the longitudinal and lateral tire forces as well as the yaw momentum around the vertical direction were the control variables. And the minimum distance required to complete the emergency collision avoidance process was the control object. The Gauss Pseudospectral Method converted the optimal control problem into a nonlinear programming problem. And then the sequential quadratic programming (SQP) solved the problem verified by real vehicle test finally. The results show that the simulation value is in good agreement with the real vehicle test value in stop maneuver. The proposed method is not sensitive to the initial value. And also the optimization accuracy is higher compared with indirect methods and traditional direct methods. When solving the vehicle emergency collision avoidance problem with the method, boundary constrains and path constrains are well satisfied. And the method can simulate the emergency collision avoidance process of vehicles with minimum distance successfully.
Keywords :
Gaussian processes; collision avoidance; emergency management; nonlinear programming; optimal control; quadratic programming; road safety; road vehicles; Gauss pseudospectral method; SQP; boundary constrains; control variables; lateral tire forces; longitudinal tire forces; nonlinear programming problem; optimal control theory; path constrains; sequential quadratic programming; vehicle emergency collision avoidance safety; vertical direction; yaw momentum; Automation; Mechatronics; C ollision avoidance; Gauss Pseudospectral Method; Real vehicle test; Vehicle;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Measuring Technology and Mechatronics Automation (ICMTMA), 2013 Fifth International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4673-5652-7
Type :
conf
DOI :
10.1109/ICMTMA.2013.229
Filename :
6493880
Link To Document :
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