Consensus-Based Estimation for Type-2 Fuzzy Time-Delay Systems Under Deception Attacks and Partial Information Exchange

被引:1
作者
Sheng, Suying [1 ]
Zhang, Xiaomei [1 ]
Lu, Yue [1 ]
Lu, Guoping [2 ]
机构
[1] Nantong Univ, Sch Informat Sci & Technol, Nantong 226019, Jiangsu, Peoples R China
[2] Nantong Univ, Syst Sci Inst, Nantong 226019, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Consensus-based state estimation; Interval type-2 T– S fuzzy model; Deception attacks; Partial information exchange; Switching topology; SENSOR NETWORKS; FILTER DESIGN; CONTROLLER; HELICOPTER; STABILITY; NOISES;
D O I
10.1007/s40815-020-01040-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses the problem of consensus-based state estimation for interval type-2 Takagi-Sugeno (T-S) fuzzy time-delay systems over a wireless sensor network under deception attacks, partial information exchange and switching sensor-network topologies. The switching-topology-dependent estimators are constructed using interval type-2 fuzzy models considering the cases where the premise variables are available and unavailable. By means of the mode-dependent dwell time approach, sufficient conditions are established such that the estimation error system is exponentially and ultimately bounded. In addition, a fuzzy Lyapunov functional is utilized to derive the existence conditions of estimators for the case that the premise variable are unavailable. Two illustrative examples are provided to verify the effectiveness of the proposed method.
引用
收藏
页码:1462 / 1477
页数:16
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