Adaptive Fuzzy Formation Control for Underactuated Multi-USVs With Dynamic Event-Triggered Communication

被引:0
作者
Yu, Kunting [1 ]
Li, Yongming [2 ]
Lv, Maolong [3 ]
Tong, Shaocheng [2 ]
机构
[1] Dalian Maritime Univ, Nav Coll, Dalian 116026, Liaoning, Peoples R China
[2] Liaoning Univ Technol, Coll Sci, Liaoning 121001, Jinzhou, Peoples R China
[3] Air Force Engn Univ, Coll Air Traff Control & Nav, Natl Key Lab Aerosp Power Syst & Plasma Technol, Natl Key Lab Unmanned Aerial Vehicle Technol, Xian 710051, Shanxi, Peoples R China
来源
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | 2024年 / 54卷 / 12期
基金
中国国家自然科学基金;
关键词
Adaptive control; distributed filter; dynamic event-triggered mechanism; fuzzy logical systems (FLSs); underactuated unmanned surface vehicles (USV); PATH-FOLLOWING CONTROL; VEHICLES;
D O I
10.1109/TSMC.2024.3460369
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article introduces an adaptive fuzzy control methodology employing dynamic event-triggered communication for underactuated multiple unmanned surface vehicles (USVs) with modeling uncertainties. The key innovations of the proposed formation control strategy can be summarized as follows: 1) each USV is equipped with a dynamic event-triggered mechanism, ensuring that the controller and neighboring USVs receive position and yaw angle information only when this mechanism is triggered, enhancing communication efficiency; 2) distributed filters are implemented to continuous the event-triggered information; and 3) by employing the fuzzy logical systems (FLSs) to identify the unknown modeling uncertainties, local observers are designed to estimate unavailable velocity and yaw rate. Based on the dynamic event-triggered mechanism, distributed filters and local observers, a nondifferentiable-free backstepping procedure is proposed. The closed-loop stability is proven through Lyapunov stability theory, and Zeno behavior of the dynamic event-triggered mechanism is demonstrated through reductio. Simulation results are presented to validate the effectiveness of the proposed control strategy.
引用
收藏
页码:7783 / 7793
页数:11
相关论文
共 31 条
[1]   Cooperative Learning-Based Formation Control of Autonomous Marine Surface Vessels With Prescribed Performance [J].
Dai, Shi-Lu ;
He, Shude ;
Ma, Yufei ;
Yuan, Chengzhi .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 52 (04) :2565-2577
[2]   Adaptive Neural Control of Underactuated Surface Vessels With Prescribed Performance Guarantees [J].
Dai, Shi-Lu ;
He, Shude ;
Wang, Min ;
Yuan, Chengzhi .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 30 (12) :3686-3698
[3]  
Do KD, 2009, ADV IND CONTROL, P1
[4]   Intelligent Trajectory Tracking and Formation Control of Underactuated Autonomous Underwater Vehicles: A Critical Review [J].
Er, Meng Joo ;
Gong, Huibin ;
Liu, Yi ;
Liu, Tianhe .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 54 (01) :543-555
[5]  
Fossen T. I., 2002, Marine control systems-guidance. navigation, and control of ships, rigs and underwater vehicles
[6]   Adaptive neural formation control for underactuated unmanned surface vehicles with collision and connectivity constraints [J].
He, Shude ;
Dong, Chao ;
Dai, Shi-Lu .
OCEAN ENGINEERING, 2021, 226
[7]   Leader-Follower Formation Control of USVs With Prescribed Performance and Collision Avoidance [J].
He, Shude ;
Wang, Min ;
Dai, Shi-Lu ;
Luo, Fei .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (01) :572-581
[8]   Dynamic Event-Triggered Adaptive Formation With Disturbance Rejection for Marine Vehicles Under Unknown Model Dynamics [J].
Hu, Xin ;
Zhu, Guibing ;
Ma, Yong ;
Li, Zhixiong ;
Malekian, Reza ;
Sotelo, Miguel Angel .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, 72 (05) :5664-5676
[9]   Event-Triggered Practical Formation Control of Leaderless Unmanned Surface Vehicles With Environmental Disturbances [J].
Jiang, Xiangli ;
Xia, Guihua .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2024, 71 (03) :1326-1330
[10]   On the regularization of Zeno hybrid automata [J].
Johansson, KH ;
Egerstedt, M ;
Lygeros, J ;
Sastry, S .
SYSTEMS & CONTROL LETTERS, 1999, 38 (03) :141-150