多智能体系统的同步随机故障检测与一致性控制

A. Eslami, F. Abdollahi
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引用次数: 1

摘要

本文研究了故障信号随机发生的线性多智能体系统的同步故障检测与一致性控制问题。提出了一种分布式检测滤波器。所有智能体通过共享信息来检测自身和彼此的错误,从而达成状态共识。将故障信号看作一个马尔可夫过程链。为了确定滤波器参数,引入线性矩阵不等式(LMI),最后求解了一个多智能体系统的数值一致性问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Simultaneous Stochastic Fault Detection and Consensus Control in Multi-Agent Systems
In this paper we address the problem of Simultaneous Fault Detection and Consensus Control (SFDDC) in linear multi-agent systems with the fault signal happening randomly. A distributed detection filter is proposed. All agents reach a state consensus while detecting fault in themselves and each other by sharing their information. The fault signal is considered as a Markov process chain. To determine filter parameters, Linear Matrix inequalities(LMI) have been introduced and in the end, a numerical consensus problem of a multi-agent system has been solved.
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