Adaptive formation control for autonomous surface vessels with prescribed-time convergence

IF 2.3 4区 计算机科学 Q2 Computer Science International Journal of Advanced Robotic Systems Pub Date : 2022-07-01 DOI:10.1177/17298806221105722
Ziyang Huang, Jun Li, Bing Huang
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Abstract

This article is dedicated to solving the problem of predefined-time cooperative control for autonomous surface vessels encountering model uncertainties and external perturbations. By virtue of the prescribed-time stable theory, a robust formation controller is constructed, with which the settling time of the cooperative system can be prescribed in advance. The controller is developed under the backstepping framework, where the dynamic surface control is applied to generate the real-time command. Considering the unmodeled autonomous surface vessel dynamics, the neural network-based nonlinear approximator is incorporated with minimum-learning-parameter technique. Under this scenario, the real-time control can be pursed with one parameter being estimated. Finally, comparative simulation examples are provided to exhibit the effectiveness and advantages of designed control strategies.
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具有规定时间收敛性的自主水面舰艇自适应编队控制
本文致力于解决自主水面舰艇在遇到模型不确定性和外部扰动时的预定时间协同控制问题。利用规定的时间稳定理论,构造了一个鲁棒编队控制器,该控制器可以预先规定协同系统的稳定时间。控制器是在backstepping框架下开发的,其中应用动态表面控制来生成实时命令。考虑到未建模的自主水面舰艇动力学,将神经网络非线性逼近器与最小学习参数技术相结合。在这种情况下,可以通过估计一个参数来进行实时控制。最后,通过比较仿真实例,展示了所设计控制策略的有效性和优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
6.50
自引率
0.00%
发文量
65
审稿时长
6 months
期刊介绍: International Journal of Advanced Robotic Systems (IJARS) is a JCR ranked, peer-reviewed open access journal covering the full spectrum of robotics research. The journal is addressed to both practicing professionals and researchers in the field of robotics and its specialty areas. IJARS features fourteen topic areas each headed by a Topic Editor-in-Chief, integrating all aspects of research in robotics under the journal''s domain.
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