Adaptive type-2 fuzzy sliding mode control of steer-by-wire systems with event-triggered communication

被引:6
|
作者
Ma, Bingxin [1 ]
Wang, Yongfu [1 ]
机构
[1] Northeastern Univ, Sch Mech Engn & Automat, Shenyang 110819, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
Steer-by-wire (SbW) system; interval type-2 fuzzy logic system (IT2 FLS); chattering-free sliding mode control; event-triggered communication; practical finite-time stability; experiment; TRACKING CONTROL; PREDICTIVE CONTROL; INTERVAL TYPE-2; ORDER; STABILIZATION; SETS;
D O I
10.1177/0954407021995390
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
The steering-by-wire (SbW) system is one of the main subsystems of automatic vehicles, realizing the steering control of autonomous vehicles. This paper proposes an event-triggered adaptive sliding mode control for the SbW system subject to the uncertain nonlinearity, time-varying disturbance, and limited communication resources. Firstly, an event-triggered nested adaptive sliding mode control is proposed for SbW systems. The uncertain nonlinearity is approximated by the interval type-2 fuzzy logic system (IT2 FLS). The time-varying disturbance, modeling error, and event-triggering error can be offset by robust terms of sliding mode control. The key advantage is that the high-frequency switching of sliding mode control only appears on the time derivate of control input without increasing the input-output relative degree of closed-loop SbW systems, such that the chattering phenomenon can be eliminated. Finally, theoretical analysis shows that the practical finite-time stability of the closed-loop SbW system can be achieved, and communication resources in the controller-to-actuator channels can be saved while avoiding the Zeno-behavior. Numerical simulations and experiments are given to evaluate the effectiveness of the proposed method.
引用
收藏
页码:2442 / 2455
页数:14
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