Distributed State Estimation for Nonlinear Dynamical Networks With Stochastic Topological Structures Subject to Random Deception Attacks and Bit-Rate Constraints

• Published in: IEEE transactions on systems, man, and cybernetics. Systems Vol. 55; no. 6; pp. 3976 - 3988
• Main Authors: Hu, Jun, Xu, Bing, Caballero-Aguila, Raquel, Jia, Chaoqing, Dong, Hongli
• Format: Journal Article
• Language: English
• Published: IEEE 01.06.2025
• Subjects: Bit rate; Bit-rate constraints; deception attacks; Decoding; Digital communication; Electronic mail; Network topology; nonlinear complex dynamical networks (NCDNS); optimized state estimation; State estimation; Stochastic processes; stochastic topological structures; Switches; Topology; Upper bound
• ISSN: 2168-2216; 2168-2232
• DOI: 10.1109/TSMC.2025.3547926

In this article, the issue of distributed optimized state estimation under bit-rate constraints (SEBRCs) is studied for nonlinear complex dynamical networks (NCDNs) with stochastic topological structures and deception attacks. The information of each node is transmitted to the remote estimator throu...