Event-triggered trajectory tracking control of underactuated surface vessels with performance-improving mechanisms under input saturation and actuator faults

IF 1.7 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Transactions of the Institute of Measurement and Control Pub Date : 2023-08-12 DOI:10.1177/01423312231187008
Xiangfei Meng, Gui-chen Zhang, Qiang Zhang
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Abstract

This paper deals with the improvement for the tracking performance of underactuated surface vessels (USVs) under input saturation and actuator faults. The neural networks (NNs) are used to reconstruct the dynamic uncertainty of the ship, and an adaptive law is designed to compensate the adverse effects of external unknown disturbances and bias faults on the system. To improve the tracking performance of the system, a nonlinear link is added in the design process of the control scheme to adjust the system error feedback, and the finite-time control (FTC) technology is used to further improve the steady-state performance and transient performance of the system. In addition, to solve the problem of communication resource limitation, an event-triggered mechanism for switching thresholds is introduced, which reduces the update frequency of controller signals. Based on the above techniques, a trajectory tracking control scheme with a performance improvement mechanism is designed. A rigorous stability analysis is provided for the control scheme using Lyapunov stability theory. Finally, the effectiveness of the control scheme is verified by two sets of simulations.
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具有性能改进机制的欠驱动水面舰艇在输入饱和和执行器故障下的事件触发轨迹跟踪控制
本文研究了欠驱动水面舰艇在输入饱和和执行器故障情况下的跟踪性能改进。神经网络用于重建船舶的动态不确定性,并设计了一个自适应律来补偿外部未知扰动和偏置故障对系统的不利影响。为了提高系统的跟踪性能,在控制方案的设计过程中增加了一个非线性环节来调整系统误差反馈,并使用有限时间控制(FTC)技术来进一步提高系统的稳态性能和瞬态性能。此外,为了解决通信资源限制的问题,引入了一种切换阈值的事件触发机制,降低了控制器信号的更新频率。基于上述技术,设计了一种具有性能改进机制的轨迹跟踪控制方案。利用李雅普诺夫稳定性理论对控制方案进行了严格的稳定性分析。最后,通过两组仿真验证了控制方案的有效性。
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来源期刊
CiteScore
4.10
自引率
16.70%
发文量
203
审稿时长
3.4 months
期刊介绍: Transactions of the Institute of Measurement and Control is a fully peer-reviewed international journal. The journal covers all areas of applications in instrumentation and control. Its scope encompasses cutting-edge research and development, education and industrial applications.
期刊最新文献
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