具有耦合输入约束的无人水面舰艇自适应神经输出约束控制

IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL
Yuncheng Ouyang , Yang Bai , Linghuan Kong , Xuerao Wang
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引用次数: 0

摘要

研究了具有输入约束和输出约束耦合的不确定无人水面舰艇(USV)系统的跟踪控制问题。考虑到输入约束耦合的问题,提出了一个变换矩阵来解耦受约束的输入。针对USV系统在有限时间间隔(OCOLT)出现的输出约束,引入了一种新的移位函数和新的势垒函数,将有约束系统转化为无约束系统。在此基础上,利用神经网络技术解决系统的不确定性问题。通过李雅普诺夫稳定性理论,对无人潜航器系统进行了稳定性分析,验证了所提控制方法的可行性。最后,通过仿真验证了所提控制方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive neural output constrained control for an unmanned surface vessel with coupled input constraint
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.
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来源期刊
Ocean Engineering
Ocean Engineering 工程技术-工程:大洋
CiteScore
7.30
自引率
34.00%
发文量
2379
审稿时长
8.1 months
期刊介绍: Ocean Engineering provides a medium for the publication of original research and development work in the field of ocean engineering. Ocean Engineering seeks papers in the following topics.
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