基于观测器的离散半马尔可夫开关模型 SMC

IF 3.7 2区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Shaowei Li , Lei Li , Huajian Wang , Wenhai Qi , Jinde Cao , Jun Cheng
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引用次数: 0

摘要

本研究侧重于离散随机切换模型的基于观测器的滑动模式控制(SMC),其中半马尔可夫核信息是不完整的。由于在复杂环境中,传感器并不总能直接获取状态向量,因此考虑采用基于观测器的输出测量来估计系统状态。与之前的研究不同,本文在离散框架下研究半马尔可夫开关系统的 SMC 时,首先研究了基于观测器的策略。研究提出了实现均方稳定性的充分条件,通过利用停留时间的上界以及与系统模式和经过时间相关的 Lyapunov 函数来求解所需的观测器和控制器增益。此外,还构建了与模式相关的 SMC 法则,以确保系统状态能达到指定的滑动区域。最后,通过单链机械臂模型演示了所提方法的效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Observer-based SMC for discrete semi-Markov switching models

This study focuses on the observer-based sliding mode control (SMC) for discrete stochastic switching models, where the semi-Markov kernel information is incomplete. Because the sensors do not always have direct access to the state vector in a complex environment, an observer-based output measurement is considered to estimate the system state. In contrast to previous works, the observer-based strategy is first investigated in studying the SMC for semi-Markov switching systems under the discrete framework. The sufficient condition for achieving mean-square stability is proposed to solve the desired observer and controller gains by utilizing the upper bound of sojourn time, along with the Lyapunov function that pertains to the system mode and the elapsed time. A mode-dependent SMC law is also constructed to ensure that the system state can reach the specified sliding region. Finally, the efficiency of the proposed method is demonstrated through the single-link robot arm model.

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来源期刊
Nonlinear Analysis-Hybrid Systems
Nonlinear Analysis-Hybrid Systems AUTOMATION & CONTROL SYSTEMS-MATHEMATICS, APPLIED
CiteScore
8.30
自引率
9.50%
发文量
65
审稿时长
>12 weeks
期刊介绍: Nonlinear Analysis: Hybrid Systems welcomes all important research and expository papers in any discipline. Papers that are principally concerned with the theory of hybrid systems should contain significant results indicating relevant applications. Papers that emphasize applications should consist of important real world models and illuminating techniques. Papers that interrelate various aspects of hybrid systems will be most welcome.
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