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Adaptive event-triggered integrated control for autonomous vehicle steering and lateral stability with interval type-2 fuzzy method
Li, Pengxu1; Wang, Yongfu1; Zhao, Jing2; Li, Panshuo3
2025-04-01
Source PublicationMechatronics
ISSN0957-4158
Volume106Pages:103290
Abstract

This paper studies the integrated control problem of autonomous vehicle steering system and lateral stability. Firstly, considering the steer-by-wire system dynamics and vehicle lateral dynamics together, an uncertain integrated model is established for controller design. Secondly, an adaptive event-triggered scheme is adopted in the control system design to save the communication resources of the in-vehicle communication network and reduce the potential network congestion. Thirdly, considering the time-varying longitudinal velocity and measurement error uncertainty in the system, an interval type-2 fuzzy-based controller is designed, and the H tracking performance is guaranteed. In addition, due to the presence of system state variables that are difficult to measure, the static output-feedback scheme is used in control design, and a co-design method of the feedback gains and the event-triggering weight matrix is presented. Finally, the performance and superiority of the designed controller are verified via the real-time hardware-in-the-loop experiment. The experimental results show that the designed control strategy can effectively improve the lateral stability under the premise of precise steering and significantly save the communication bandwidth.

KeywordSteer-by-wire System Vehicle Lateral Stability Adaptive Event-triggered Communication Interval Type-2 Fuzzy System Static Output-feedback
DOI10.1016/j.mechatronics.2024.103290
URLView the original
Language英語English
Scopus ID2-s2.0-85214230145
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Document TypeJournal article
CollectionUniversity of Macau
Corresponding AuthorWang, Yongfu
Affiliation1.School of Mechanical Engineering and Automation, Northeastern University, Shenyang, 110819, China
2.Department of Electromechanical Engineering, University of Macau, 999078, Macao Special Administrative Region of China
3.School of Automation, Guangdong University of Technology, Guangzhou, 510006, China
Recommended Citation
GB/T 7714
Li, Pengxu,Wang, Yongfu,Zhao, Jing,et al. Adaptive event-triggered integrated control for autonomous vehicle steering and lateral stability with interval type-2 fuzzy method[J]. Mechatronics, 2025, 106, 103290.
APA Li, Pengxu., Wang, Yongfu., Zhao, Jing., & Li, Panshuo (2025). Adaptive event-triggered integrated control for autonomous vehicle steering and lateral stability with interval type-2 fuzzy method. Mechatronics, 106, 103290.
MLA Li, Pengxu,et al."Adaptive event-triggered integrated control for autonomous vehicle steering and lateral stability with interval type-2 fuzzy method".Mechatronics 106(2025):103290.
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