A Novel Robust Control and Optimal Design for Fuzzy Unmanned Surface Vehicles (USVs)

被引:2
作者
Li, Chenming [1 ]
Zhao, Xu [1 ]
Yu, Rongrong [1 ]
Chen, Ye-Hwa [2 ]
Lin, Fei [3 ]
机构
[1] Shandong Univ Sci & Technol, Coll Mech & Elect Engn, Qingdao 266590, Peoples R China
[2] Georgia Inst Technol, George W Woodruff Sch Mech Engn, Atlanta, GA 30332 USA
[3] Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Anhui, Peoples R China
基金
中国国家自然科学基金;
关键词
USV steering dynamics; Robust control; Fuzzy set; Trajectory following; Optimization; TRAJECTORY TRACKING; SYSTEMS; IDENTIFICATION; OPTIMIZATION; GUIDANCE; MODEL;
D O I
10.1007/s40815-024-01767-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A novel high-order robust control is proposed for unmanned surface vehicles (USVs) steering dynamic systems. We creatively adopt the fuzzy set-based characterization to describe the uncertainty. In this way, the fuzzy dynamical USV system is constructed. Then, the proposed control is proven to render the USV system uniformly bounded and uniformly ultimately bounded regardless of the uncertainty. Furthermore, a performance index is designed by considering both system performances and control costs. This index utilized the fuzzy characteristics of the uncertainty. We solve for the optimal control design parameter by minimizing this index. Finally, simulations are performed for different cases. By comparing the detailed simulation results, the effectiveness of the high-order control is demonstrated and the functions of the control parameter are analysed.
引用
收藏
页码:110 / 124
页数:15
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