中国舰船研究2024,Vol.19Issue(1) :178-190.DOI:10.19693/j.issn.1673-3185.03348

未知扰动下的无人艇编队优化轨迹跟踪控制

Optimal trajectory tracking control of unmanned surface vehicle formation under unknown disturbances

王宁 刘永金 高颖
中国舰船研究2024,Vol.19Issue(1) :178-190.DOI:10.19693/j.issn.1673-3185.03348

未知扰动下的无人艇编队优化轨迹跟踪控制

Optimal trajectory tracking control of unmanned surface vehicle formation under unknown disturbances

王宁 1刘永金 2高颖2
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作者信息

  • 1. 大连海事大学 轮机工程学院,辽宁 大连 116026
  • 2. 大连海事大学 船舶电气工程学院,辽宁 大连 116026
  • 折叠

摘要

[目的]针对水面无人艇(USV)编队轨迹跟踪中存在的未知扰动和队形变化问题,提出一种基于有限时间扰动观测器的最优反步控制(FDO-OBC)方法.[方法]首先,基于虚拟结构法,建立无人艇编队控制框架,并设计运动学和动力学编队控制器;其次,设计有限时间扰动观测器,实时估计补偿未知环境扰动;然后,针对编队队形变化的轨迹跟踪问题,提出基于最优反步控制的动态轨迹优化策略,利用扰动观测器信息来计算最优控制输入,实现无人艇编队轨迹跟踪的动态优化;最后,采用李雅普诺夫稳定性理论证明该编队控制方法的稳定性.[结果]仿真对比结果表明,FDO-OBC策略可有效提高无人艇编队系统的精确性和鲁棒性.[结论]对于面向扰动环境下的无人艇编队控制系统设计,FDO-OBC方法提供了一种新的技术手段.

Abstract

[Objective]A finite-time disturbance observer-based optimal backstepping control(FDO-OBC)method is proposed for the issue of unknown disturbances and formation changes in the formation trajectory tracking of unmanned surface vehicles(USVs).[Methods]First,the USV formation control framework is established on the basis of the virtual structure method,and the kinematics and dynamics formation control-lers are designed.Second,a finite-time disturbance observer is introduced to estimate and compensate for un-known environmental disturbances in real time.Further,a dynamic trajectory optimization strategy based on optimal backstepping control is proposed for the trajectory tracking issue of formation change,and the inform-ation of the disturbance observer is used to calculate the optimal control input and achieve the dynamic optim-ization of USV formation trajectory tracking.Finally,Lyapunov stability theory is used to demonstrate the sta-bility of the designed formation control method.[Results]The simulation results indicate that the proposed control strategy can effectively improve the accuracy and robustness of the USV formation system.[Conclu-sion]The FDO-OBC method provides a new technical means for the design of USV formation control sys-tems under unknown environmental disturbances.

关键词

水面无人艇/编队控制/有限时间扰动观测器/最优反步

Key words

unmanned surface vehicles/formation control/finite-time disturbance observer/optimal back-stepping

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基金项目

国家高层次人才支持计划项目(SQ2022QB00329)

国家自然科学基金资助项目(U23A20680)

国家自然科学基金资助项目(52271306)

国防基础科研计划资助项目(JCKY2022410C013)

中央引导地方科技发展专项资金项目(2023JH6/100100010)

大连市科技创新基金重大基础研究资助项目(2023JJ11CG009)

中央高校基本科研业务费专项资金资助项目(3132023501)

出版年

2024
中国舰船研究
中国舰船研究设计中心

中国舰船研究

CSTPCDCSCD北大核心
影响因子:0.496
ISSN:1673-3185
参考文献量28
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