TY - JOUR
T1 - Anti-Attack Protocol-Based Synchronization Control for Fuzzy Complex Dynamic Networks
AU - Wu, Tao
AU - Ahn, Choon Ki
AU - Cao, Jinde
AU - Xiong, Lianglin
AU - Liu, Yang
AU - Lam, Hak-Keung
N1 - Publisher Copyright:
© 1993-2012 IEEE.
PY - 2024/2/25
Y1 - 2024/2/25
N2 - This article investigates the synchronization control problem of fuzzy complex dynamic networks (FCDNs) with diversified network attacks. By making full use of the weighted historically released packets, a novel anti-attack memory-based adaptive event-triggered protocol (AETP) and the corresponding anti-attack fuzzy memory-based controller are introduced by taking the sporadic denial-of-service (DoS) and deceptive attacks into consideration concurrently. Compared with the conventional event-triggered protocols and AETPs, the developed anti-attack memory-based AETP can not only effectually reduce the frequency of event triggers, but also enhance the transient performance of FCDNs. In addition, in view of a new sampling-instant-dependent piecewise Lyapunov functional, less conservative criteria are induced to guarantee that the stochastically exponential synchronization of FCDNs is accomplished in the case where the deceptive and sporadic DoS attacks coexist. Finally, the merits and validity of the theoretical results are illustrated through numerical examples.
AB - This article investigates the synchronization control problem of fuzzy complex dynamic networks (FCDNs) with diversified network attacks. By making full use of the weighted historically released packets, a novel anti-attack memory-based adaptive event-triggered protocol (AETP) and the corresponding anti-attack fuzzy memory-based controller are introduced by taking the sporadic denial-of-service (DoS) and deceptive attacks into consideration concurrently. Compared with the conventional event-triggered protocols and AETPs, the developed anti-attack memory-based AETP can not only effectually reduce the frequency of event triggers, but also enhance the transient performance of FCDNs. In addition, in view of a new sampling-instant-dependent piecewise Lyapunov functional, less conservative criteria are induced to guarantee that the stochastically exponential synchronization of FCDNs is accomplished in the case where the deceptive and sporadic DoS attacks coexist. Finally, the merits and validity of the theoretical results are illustrated through numerical examples.
UR - http://www.scopus.com/inward/record.url?scp=85187355570&partnerID=8YFLogxK
U2 - 10.1109/TFUZZ.2024.3373440
DO - 10.1109/TFUZZ.2024.3373440
M3 - Article
SN - 1063-6706
VL - 32
SP - 3433
EP - 3443
JO - IEEE Transactions on Fuzzy Systems
JF - IEEE Transactions on Fuzzy Systems
IS - 6
ER -