Switches;
Control systems;
Computer crime;
Regulation;
Fuzzy systems;
Delays;
Data integrity;
Asynchronous switching;
data integrity and derivative injection attacks (DIDIAs);
dwell time;
event-triggered scheme with rolling detection (ETSRD);
output regulation (OR);
switched interval type-2 (IT2) fuzzy systems;
JUMP SYSTEMS;
TIME;
D O I:
10.1109/TFUZZ.2023.3327313
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
This article explores the output regulation (OR) problem for interval type-2 (IT2) switched fuzzy systems (IT2-SFSs) vulnerable to data integrity and derivative injection attacks (DIDIAs). The system under consideration allows for severe instability, where the OR of each subsystem is unsolvable and partial switching instants are destabilizing. We analyze the intricate asynchronous switching scenario under dual data derivative injection attacks (DDIAs) with duration limits. In particular, the IT2 fuzzy controller (IT2FC) acquires a false switching signal of subsystems manipulated by the data integrity attacks. Next, the event-triggered scheme with rolling detection (ETSRD) based on matching conditions of switching modalities and interval constraints of DDIAs is proposed to reduce asynchronous durations between switching subsystems and controllers while enhancing the stability of the closed-loop system. The switching rule associated with DIDIAs duration parameters is then developed to ensure exponential stability in the framework of the dwell time technique, which permits irregular destabilizing and stabilizing switching. The joint design of the IT2FC, ETSRDs, and switching rule yields a security control scheme for OR of IT2-SFSs in the presence of severe instability, DIDIAs, and packet delays. Finally, a robot model with a single-link arm is used to exemplify the proposed methodology.
机构:
Shandong Normal Univ, Sch Math & Stat, Jinan 250014, Peoples R ChinaShandong Normal Univ, Sch Math & Stat, Jinan 250014, Peoples R China
Yang, Yachun
Li, Xiaodi
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机构:
Shandong Normal Univ, Sch Math & Stat, Jinan 250014, Peoples R China
Shandong Normal Univ, Ctr Control & Engn Computat, Jinan, Peoples R ChinaShandong Normal Univ, Sch Math & Stat, Jinan 250014, Peoples R China
Li, Xiaodi
Liu, Xinzhi
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机构:
Univ Waterloo, Fac Math, Dept Appl Math, Waterloo, ON, CanadaShandong Normal Univ, Sch Math & Stat, Jinan 250014, Peoples R China
机构:
Chinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong 999077, Peoples R China
Multiscale Med Robot Ctr, Hong Kong 999077, Peoples R ChinaChinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong 999077, Peoples R China
Zhang, Jing
Xiang, Zhengrong
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机构:
Nanjing Univ Sci & Technol, Sch Automat, Nanjing 210094, Peoples R ChinaChinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong 999077, Peoples R China
Xiang, Zhengrong
Chu, Xiangyu
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机构:
Chinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong 999077, Peoples R China
Multiscale Med Robot Ctr, Hong Kong 999077, Peoples R ChinaChinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong 999077, Peoples R China
Chu, Xiangyu
Au, Kwok Wai Samuel
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机构:
Chinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong 999077, Peoples R China
Multiscale Med Robot Ctr, Hong Kong 999077, Peoples R ChinaChinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong 999077, Peoples R China
机构:
North China Elect Power Univ, Sch Control & Comp Engn, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Control & Comp Engn, Beijing 102206, Peoples R China
Liu, Yajuan
Zhang, Pengcheng
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机构:
Nanjing Univ Sci & Technol, Sch Automat, Nanjing 210094, Peoples R ChinaNorth China Elect Power Univ, Sch Control & Comp Engn, Beijing 102206, Peoples R China
Zhang, Pengcheng
Lee, Sangmoon
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机构:
Kyungpook Natl Univ, Sch Elect & Elect Engn, Daegu 41566, South KoreaNorth China Elect Power Univ, Sch Control & Comp Engn, Beijing 102206, Peoples R China
Lee, Sangmoon
Xie, Xiangpeng
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机构:
Nanjing Univ Posts & Telecommun, Inst Adv Technol, Nanjing 210023, Peoples R ChinaNorth China Elect Power Univ, Sch Control & Comp Engn, Beijing 102206, Peoples R China