Dynamic Event-Driven State Estimation for Complex Networks via Partial Nodes' Sampled Outputs: An Encoding-Decoding Scheme

In this article, the encoding-decoding-based state estimation problem is investigated for a class of continuous-time nonlinear complex networks (CNs) subject to communication bandwidth constraints. Based on the sampled outputs from a subset of network nodes, a novel dynamic event-driven encoding mec...

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Bibliographic Details

Published in:	IEEE transactions on cybernetics Vol. PP; pp. 1 - 14
Main Authors:	Liu, Yurong, Wang, Zidong, Yu, Luyang, Zhang, Wenbing
Format:	Journal Article
Language:	English
Published:	United States IEEE 11.11.2025
Subjects:	Bandwidth Complex networks Complex networks (CNs) Data communication Decoding dynamic event-driven mechanism Encoding encoding-decoding scheme Estimation error Hardware partial nodes Power system dynamics sampled data State estimation Symmetric matrices
ISSN:	2168-2267, 2168-2275, 2168-2275
Online Access:	Get full text
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