Event-triggered type-2 fuzzy-based sliding mode control for steer-by-wire systems
This paper proposes an event-triggered higher-order sliding mode control for steer-by-wire (SbW) systems subject to limited communication resources and uncertain nonlinearity. First, an interval type-2 fuzzy logic system (IT2 FLS) is adopted to approximate the uncertain nonlinearities. A fuzzy-based...
Saved in:
Published in | Mechatronics (Oxford) Vol. 82; p. 102704 |
---|---|
Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
01.04.2022
|
Subjects | |
Online Access | Get full text |
ISSN | 0957-4158 1873-4006 |
DOI | 10.1016/j.mechatronics.2021.102704 |
Cover
Summary: | This paper proposes an event-triggered higher-order sliding mode control for steer-by-wire (SbW) systems subject to limited communication resources and uncertain nonlinearity. First, an interval type-2 fuzzy logic system (IT2 FLS) is adopted to approximate the uncertain nonlinearities. A fuzzy-based state observer is developed to estimate unavailable states of the extended SbW system. Then, to save communication resources and eliminate chattering, an event-triggered higher-order sliding mode control is proposed for the SbW system. The key advantage is that the proposed control scheme can offset the observation error and the event-triggering error. After that, the practical finite-time stability of the closed-loop SbW system is proved in the framework of the Lyapunov theory. Finally, numerical simulations and vehicle experiments are given to evaluate the effectiveness and superiority of the proposed scheme. |
---|---|
ISSN: | 0957-4158 1873-4006 |
DOI: | 10.1016/j.mechatronics.2021.102704 |