Design of Protocol-Based Finite-Time Memory Fault Detection Scheme With Circuit System Application

被引:11
作者
Hu, Jun [1 ,2 ]
Chen, Weilu [3 ,4 ]
Wu, Zhihui [5 ]
Chen, Dongyan [3 ]
Yi, Xiaojian [6 ,7 ,8 ]
机构
[1] Harbin Univ Sci & Technol, Sch Automat, Dept Appl Math, Minist Educ, Harbin 150080, Peoples R China
[2] Harbin Univ Sci & Technol, Key Lab Adv Mfg & Intelligent Technol, Minist Educ, Harbin 150080, Peoples R China
[3] Harbin Univ Sci & Technol, Heilongjiang Prov Key Lab Optimizat Control & Inte, Harbin 150080, Peoples R China
[4] Beijing Inst Graph Commun, Sch Basic Educ, Beijing 102600, Peoples R China
[5] Harbin Univ Sci & Technol, Dept Artificial Intelligence, Harbin 150080, Peoples R China
[6] Beijing Inst Technol, Sch Mechatron Engn, Beijing 100811, Peoples R China
[7] Beijing Inst Technol, Yangtze Delta Reg Acad, Jiaxing 314003, Peoples R China
[8] Beijing Inst Technol, Tangshan Res Inst, Tangshan 063099, Peoples R China
来源
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | 2024年 / 54卷 / 05期
基金
中国国家自然科学基金;
关键词
Finite-time stability; memory/memoryless fault detection (FD); nonlinear networked system; round-robin (RR) protocol; TRACKING CONTROL; STABILITY; NETWORKS;
D O I
10.1109/TSMC.2024.3354940
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The protocol-based memory fault detection (FD) problem under finite-time constraint is investigated for nonlinear networked systems, where the round-robin protocol is adopted to identify which sensor node can release the measured value at each transmission instant. In particular, the past states of the filter are exploited to develop the memory fault detection filter (FDF). Subsequently, the Finsler lemma and the Lyapunov approach are combined to analyze the finite-time stability of the addressed system. Then, the specific expression of the memory FDF gain matrices is obtained by using the solutions to certain matrix inequalities. In addition, for the aim of verifying that the memory FD approach has higher detection accuracy, a memoryless FDF is also designed in comparison with the memory FDF. In the end, the illustrative simulation studies are given to demonstrate the applicability of developed FD filtering algorithms in resistance-inductance-capacitance circuit system and the superiority of the designed memory FD scheme.
引用
收藏
页码:3044 / 3055
页数:14
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