Fault-Tolerant Control of Stochastic High-Order Fully Actuated Systems

IF 9.4 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Cybernetics Pub Date : 2023-10-16 DOI:10.1109/TCYB.2023.3320441
Xueqing Liu;Maoyin Chen;Donghua Zhou;Li Sheng
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Abstract

In recent years, high-order fully actuated (HOFA) systems, founded by Prof. GR Duan, have recorded rapid progress for deterministic systems. However, the control issue of stochastic fully actuated systems is still an open problem. This study develops a novel stochastic HOFA system model that complements the existing HOFA methodology. Notably, stochastic signals can be considered in the proposed model, different from the case in the deterministic model. By adopting a high-order operator, equivalent control and stabilization control laws are realized to guarantee the global asymptotic stability in probability of the closed-loop system. For the system with sensor gain faults, an observer-based fault-tolerant control law is designed. Finally, the simulation results validate the effectiveness of the proposed control schemes.
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随机高阶全驱动系统的容错控制。
近年来,由段教授创立的高阶全驱动(HOFA)系统在确定性系统方面取得了长足的进步。然而,随机全驱动系统的控制问题仍然是一个悬而未决的问题。本研究开发了一种新的随机HOFA系统模型,以补充现有的HOFA方法。值得注意的是,与确定性模型中的情况不同,在所提出的模型中可以考虑随机信号。通过采用高阶算子,实现了等价控制和镇定控制律,保证了闭环系统概率的全局渐近稳定性。针对存在传感器增益故障的系统,设计了一种基于观测器的容错控制律。最后,仿真结果验证了所提控制方案的有效性。
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来源期刊
IEEE Transactions on Cybernetics
IEEE Transactions on Cybernetics COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-COMPUTER SCIENCE, CYBERNETICS
CiteScore
25.40
自引率
11.00%
发文量
1869
期刊介绍: The scope of the IEEE Transactions on Cybernetics includes computational approaches to the field of cybernetics. Specifically, the transactions welcomes papers on communication and control across machines or machine, human, and organizations. The scope includes such areas as computational intelligence, computer vision, neural networks, genetic algorithms, machine learning, fuzzy systems, cognitive systems, decision making, and robotics, to the extent that they contribute to the theme of cybernetics or demonstrate an application of cybernetics principles.
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