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Interval Type-2 Fuzzy Path Tracking Control for Autonomous Ground Vehicles Under Switched Triggered and Sensor Attacks
Li, Wenfeng1; Xie, Zhengchao2; Wong, Pak Kin1; Zhang, Xiang3; Zhao, Jian4,4,5,5; Zhao, Jing6,7
2024-11
Source PublicationIEEE Transactions on Intelligent Transportation Systems
ISSN1524-9050
Volume25Issue:11Pages:16024-16035
Abstract

This article focuses on the path tracking control problem for autonomous ground vehicles under switched triggered and sensor attacks. Firstly, an interval type-2 Takagi-Sugeno fuzzy model is established to effectively approximate the tire dynamic nonlinearities and varying velocity in the path tracking control system, in which the random deception attack encountered in the sensor is considered. Secondly, a novel switched triggered communication mechanism is presented to decrease the frequency of signal transmission and save the network resources. The switched triggered mechanism includes both the time-triggered mode and event-triggered mode, which obey a Bernoulli distribution. Then, based on a positive Lyapunov-Krasovskii functional and matrix inequalities, a set of conditions are developed for the path tracking controller design to achieve the asymptotic stability and performance requirements. Finally, experimental results are presented to evaluate and validate the performance of the proposed path tracking control method.

KeywordAutonomous Ground Vehicles Cyber Attacks Interval Type-2 Fuzzy Model Path Tracking Control Switched Triggered Mechanism
DOI10.1109/TITS.2024.3450182
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaEngineering ; Transportation
WOS SubjectEngineering, Civil ; Engineering, Electrical & Electronic ; Transportation Science & Technology
WOS IDWOS:001313344000001
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855-4141
Scopus ID2-s2.0-85209389441
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Citation statistics
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF ELECTROMECHANICAL ENGINEERING
Corresponding AuthorZhao, Jing
Affiliation1.University of Macau, Department of Electromechanical Engineering, Taipa, Macao
2.South China University of Technology, Department of Mechanical Engineering, Guangzhou, 510641, China
3.HIT Robot Group (Zhongshan), Institute of Unmanned Equipment and Artificial Intelligence, Zhongshan, 528400, China
4.State Key Laboratory of Automotive Simulation and Control, Changchun, 130025, China
5.Jilin University, College of Automotive Engineering, Changchun, 130025, China
6.Northeastern University, School of Mechanical Engineering and Automation, Shenyang, 110819, China
7.Foshan Graduate School of Innovation, Foshan, 528311, China
First Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Li, Wenfeng,Xie, Zhengchao,Wong, Pak Kin,et al. Interval Type-2 Fuzzy Path Tracking Control for Autonomous Ground Vehicles Under Switched Triggered and Sensor Attacks[J]. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(11), 16024-16035.
APA Li, Wenfeng., Xie, Zhengchao., Wong, Pak Kin., Zhang, Xiang., Zhao, Jian., & Zhao, Jing (2024). Interval Type-2 Fuzzy Path Tracking Control for Autonomous Ground Vehicles Under Switched Triggered and Sensor Attacks. IEEE Transactions on Intelligent Transportation Systems, 25(11), 16024-16035.
MLA Li, Wenfeng,et al."Interval Type-2 Fuzzy Path Tracking Control for Autonomous Ground Vehicles Under Switched Triggered and Sensor Attacks".IEEE Transactions on Intelligent Transportation Systems 25.11(2024):16024-16035.
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