Recursive state estimation for time-varying complex networks subject to missing measurements and stochastic inner coupling under random access protocol

• Published in: Neurocomputing (Amsterdam) Vol. 346; pp. 48 - 57
• Main Authors: Zhang, Hongxu, Hu, Jun, Liu, Hongjian, Yu, Xiaoyang, Liu, Fengqiu
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 21.06.2019
• Subjects: Missing measurements; Optimal state estimation; Random access protocol; Stochastic inner coupling; Time-varying complex networks; Random access protocol; Missing measurements; Stochastic inner coupling; Time-varying complex networks; Optimal state estimation

This paper discusses the variance-constrained state estimation problem for time-varying nonlinear complex networks subject to missing measurements and stochastic inner coupling. The stochastic inner coupling is depicted by the multiplicative noise. The phenomenon of the missing measurement is charac...