Observer-Based Discrete-Time Cascaded Control for Lateral Stabilization of Steer-by-Wire Vehicles With Uncertainties and Disturbances

被引:7
|
作者
Zhao, Jing [1 ,2 ,3 ]
Yang, Kaiheng [1 ,2 ]
Cao, Yucong [4 ,5 ]
Liang, Zhongchao [1 ,2 ]
Li, Wenfeng [6 ]
Xie, Zhengchao [7 ]
Wong, Pak Kin [6 ]
机构
[1] Northeastern Univ, Sch Mech Engn & Automat, Shenyang 110819, Peoples R China
[2] Northeastern Univ, State Key Lab Synthet Automation Proc Ind, Shenyang 110819, Peoples R China
[3] Northeastern Univ, Foshan Grad Sch Innovat, Foshan 528311, Peoples R China
[4] South China Univ Technol, Sch Mech & Automot Engn, Guangzhou 510641, Peoples R China
[5] Guangzhou Automot Grp Co Ltd, Automot Engn Inst, Guangzhou 510640, Peoples R China
[6] Univ Macau, Dept Electromech Engn, Macau, Peoples R China
[7] South China Univ Technol, Sch Mech & Automot Engn, Guangzhou 510641, Peoples R China
基金
中国国家自然科学基金;
关键词
Vehicle dynamics; steer-by-wire; cascaded control; unscented Kalman filter; sliding mode predictive control; active disturbance rejection control; TERMINAL SLIDING MODE; BUCK CONVERTERS; SIDESLIP ANGLE; REJECTION CONTROL; STABILITY CONTROL; ESTIMATOR; SYSTEMS; DESIGN; FILTER; MPC;
D O I
10.1109/TCSI.2023.3276945
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This article proposes an observer-based discrete-time cascaded control (ODCC) strategy for lateral stabilization of Steer-by-Wire (SbW) vehicles with consideration of uncertainties and disturbances. First, for the observation of the sideslip angle and yaw rate, an information fusion-based unscented Kalman filter (IFUKF) is designed to reduce the negative effect from the variation of the parameters; Second, aiming to eliminate the errors of control variables for lateral stabilization of SbW vehicles, a discrete-time sliding mode predictive control (DSMPC) is presented to deal with matched and mismatched uncertainties and input constraint; Third, to reduce the tracking error between the actual front wheel steering angle and the desired one generated by the DSMPC, a combination of discrete-time fast terminal sliding mode and active disturbance rejection control is proposed to tackle the problems of parameter uncertainties and disturbances in the SbW system. Performance evaluations are conducted via both software-in-the-loop and hardware-in-the-loop to examine the availability and practicability of the ODCC strategy.
引用
收藏
页码:3347 / 3358
页数:12
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