MPC based active disturbance rejection control for automated steering control

被引:9
作者
Suhail, Suhail Ahmad [1 ]
Bazaz, Mohammad Abid [1 ]
Hussain, Shoeb [2 ]
机构
[1] Natl Inst Technol Srinagar, Dept Elect Engn, Srinagar 190006, Jammu & Kashmir, India
[2] Univ Kashmir, Inst Technol, Dept Elect Engn, Srinagar, Jammu & Kashmir, India
关键词
Electric vehicle; steering control; model predictive control; active disturbance rejection control; extended state observer; VEHICLES;
D O I
10.1177/09544070211004506
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This paper proposes a control strategy for the design of an automated steering control for an autonomous electric vehicle. The proposed Active Disturbance Rejection Control (ADRC) with Model Predective Control (MPC) is not only capable of alleviating the disturbance but also shows robustness against structured uncertainties which may arise due to models that represent the vehicle dynamics. Simulations have been carried out to assess the effectiveness of the proposed control strategy. Simulation results show that the proposed scheme is better in terms of tracking performance than MPC and ADRC. The steering control system, with the proposed strategy, can achieve faster response, higher tracking accuracy, and improved robustness performance in dealing with model uncertainties and external disturbances.
引用
收藏
页码:3199 / 3206
页数:8
相关论文
共 20 条
[1]  
Aksun G?ven? B., 2016, DYN SYST CONTR C MIN
[2]   Fuzzy steering control for autonomous vehicles under actuator saturation: Design and experiments [J].
Anh-Tu Nguyen ;
Sentouh, Chouki ;
Popieul, Jean-Christophe .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018, 355 (18) :9374-9395
[3]  
[Anonymous], 1989, AICHE J
[4]  
Bequette B., 2002, PROCESS CONTROL MODE
[5]  
Borrelli F., 2005, International Journal of Vehicle Autonomous Systems, V3, P265, DOI 10.1504/IJVAS.2005.008237
[6]  
CHEN G, 2020, P IMECHE D, V6, P1585
[7]   Active steering control for autonomous vehicles based on a driver-in-the-loop platform: A case study of collision avoidance [J].
Chen, Keji ;
Pei, Xiaofei ;
Sun, Daoyuan ;
Chen, Zhenfu ;
Guo, Xuexun ;
Guo, Konghui .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 2019, 233 (10) :1422-1437
[8]   Active disturbance rejection control applied to automated steering for lane keeping in autonomous vehicles [J].
Chu, Zhengrong ;
Sun, Yuming ;
Wu, Christine ;
Sepehri, Nariman .
CONTROL ENGINEERING PRACTICE, 2018, 74 :13-21
[9]   Analysis of automatic steering control for highway vehicles with look-down lateral reference systems [J].
Guldner, J ;
Tan, HS ;
Patwardhan, S .
VEHICLE SYSTEM DYNAMICS, 1996, 26 (04) :243-269
[10]  
Guo C, 2017, IEEE SYS MAN CYBERN, P129, DOI 10.1109/SMC.2017.8122590