Observer-based event-triggered type-2 fuzzy control for uncertain steer-by-wire systems. (March 2022)

• Record Type: Journal Article
• Authors: Ma, Bingxin; Li, Pengxu; Wang, Yongfu
• Is Part Of: ISA transactions. Volume 122(2022)
• Page Start: 472
• Page End: 485
• Publication Date: 2022-03
• Subjects: Steer-by-wire (sbW) -- Sliding mode observer -- Interval type-2 fuzzy logic system (IT2 FLS) -- Fixed-time control -- Event-triggered communication -- Vehicle experiment; Engineering instruments -- Periodicals; Engineering instruments; Periodicals; Electronic journals; 629.805
• DOI: 10.1016/j.isatra.2021.04.039
• Languages: English
• ISSNs: 0019-0578

Abstract

Abstract: This paper addresses the tracking control problem for the uncertain steer-by-wire (SbW) system with the controller area network (CAN) communication and unavailable variables. First, an adaptive interval type-2 fuzzy logic system (IT2 FLS) and sliding mode observer are constructed to estimate the uncertain nonlinearity and unavailable variables of SbW control systems. Further, an event-triggered sliding mode control (ET-SMC) is presented to achieve the transient steering performance of SbW systems while saving CAN communication resources. Much importantly, the dynamic gain and nested technologies are incorporated in this scheme to deal with estimation error and the chattering phenomenon of the sliding mode control system. It is shown that the practical fixed-time stability of the closed-loop system can be guaranteed without the initial condition of tracking errors. Finally, simulations and vehicle experiments are presented to verify the designed scheme. Highlights: An adaptive type-2 fuzzy logic system is used to realize the intelligent modeling. A state observer is designed to estimate the angular velocity of front-wheels. A sliding mode control is proposed to achieve practical fixed-time stability. The communication resource can be saved by event-triggered communication.