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Adaptive type-2 fuzzy sliding mode control of steer-by-wire systems with event-triggered communication
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering ( IF 1.5 ) Pub Date : 2021-02-20 , DOI: 10.1177/0954407021995390
Bingxin Ma 1 , Yongfu Wang 1
Affiliation  

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.



中文翻译:

带事件触发通信的线控转向系统的自适应2型模糊滑模控制

线控转向(SbW)系统是自动车辆的主要子系统之一,实现了自动驾驶汽车的转向控制。针对不确定的非线性,时变扰动和有限的通信资源,提出了一种SbW系统的事件触发自适应滑模控制方法。首先,提出了一种事件触发的嵌套自适应滑模控制方法。不确定的非线性由区间2型模糊逻辑系统(IT2 FLS)近似。时变扰动,建模误差和事件触发误差可以通过鲁棒的滑模控制来补偿。关键优势在于,滑模控制的高频切换仅出现在控制输入的时间导数上,而不会增加闭环SbW系统的输入输出相对度,这样就可以消除震颤现象。最后,理论分析表明,该闭环SbW系统具有一定的实用时限稳定性,并且在避免Zeno行为的情况下,可以节省控制器到执行器通道中的通信资源。数值仿真和实验结果表明了该方法的有效性。

更新日期:2021-02-21
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