Distributed Filtering for Complex Networks Under Multiple Event-Triggered Transmissions Within Node-Wise Communications

• Published in: IEEE transactions on network science and engineering Vol. 9; no. 4; pp. 2521 - 2534
• Main Authors: Liu, Yang, Wang, Zidong, Zou, Lei, Hu, Jun, Dong, Hongli
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 01.07.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; Complex networks; dynamic event-triggered transmissions; Estimation; fault diagnosis; Filtration; Forward error correction; Networks; Nodes; Performance analysis; state estimation; Symmetric matrices; uniform boundedness; Upper bound; Upper bounds; Vehicle dynamics

This paper focuses on the distributed filtering and fault estimation problems for a class of complex networks, where the communications between filters at different nodes are subject to dynamic event-triggered (DET) transmissions. A filter is constructed at each node by resorting to local measuremen...