Event-triggered adaptive fuzzy control for automated vehicle steer-by-wire system with prescribed performance: Theoretical design and experiment implementation

作者:

Highlights:

• Steer-by-Wire systems replace the mechanical connection by electronic unit.

• A type-2 fuzzy logic system is adopted to approximated the unknown nonlinearity.

• A finite-time performance function is designed as the tracking error boundary.

• An event-triggered adaptive fuzzy control can achieve the preset performance.

• RMSE of the tracking error improves 44.7%, the communication data reduces 19.3%.

摘要

•Steer-by-Wire systems replace the mechanical connection by electronic unit.•A type-2 fuzzy logic system is adopted to approximated the unknown nonlinearity.•A finite-time performance function is designed as the tracking error boundary.•An event-triggered adaptive fuzzy control can achieve the preset performance.•RMSE of the tracking error improves 44.7%, the communication data reduces 19.3%.

论文关键词:Steer-by-wire system,Prescribed tracking performance,Event-triggered control,Adaptive state observer,Interval type-2 fuzzy logic system

论文评审过程:Received 2 March 2021, Revised 18 December 2021, Accepted 23 December 2021, Available online 17 January 2022, Version of Record 9 February 2022.

论文官网地址:https://doi.org/10.1016/j.eswa.2021.116458