Adaptive neural output constrained control for an unmanned surface vessel with coupled input constraint

被引:0
作者
Ouyang, Yuncheng [1 ]
Bai, Yang [1 ]
Kong, Linghuan [2 ]
Wang, Xuerao [1 ]
机构
[1] Anhui Univ, Engn Res Ctr Autonomous Unmanned Syst Technol, Sch Artificial Intelligence, Minist Educ,Anhui Prov Engn Res Ctr Unmanned Syst, Hefei, Peoples R China
[2] Univ Macau, Fac Sci & Technol, Dept Elect & Comp Engn, Macau, Peoples R China
基金
中国国家自然科学基金;
关键词
Output constraint; Coupled input constraint; Unmanned surface vessel; Neural network; Adaptive control; TRACKING CONTROL;
D O I
10.1016/j.oceaneng.2025.121654
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
In this paper, we focus on the tracking control problem of an uncertain unmanned surface vessel (USV) system with coupled input constraint and output constraint. Considering the issue of coupled input constraint, a transformation matrix is proposed to decouple the constrained inputs. Concerning output constraint occurring in a limited time interval (OCOLT) of the USV system, a novel shifting function with a new barrier function is introduced to transform the constrained system into an unconstrained one. Furthermore, neural network technology is employed to tackle the problems of system uncertainty. Through the Lyapunov stability theory, the stability analysis of the USV system is given to demonstrate the feasibility of the proposed control method. Finally, effectiveness of the proposed control method is verified by simulations.
引用
收藏
页数:12
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