Process-Based Triggering and Accelerated Dual Averaging Algorithm for Dynamic Parameter Estimation

In the large-scale cyber-physical systems, to conserve communication resources holds critical significance, thereby driving extensive research interest toward distributed optimization algorithms with high communication efficiency. This paper investigates the constrained distributed dynamic parameter...

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Veröffentlicht in:	IEEE transactions on signal and information processing over networks Jg. 11; S. 683 - 695
Hauptverfasser:	Zhou, Yaoyao, Chen, Gang, Chen, Zhenghua
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Accelerated algorithm Algorithms Communication communication delays constrained distributed dynamic parameter estimation Convergence Convex functions Cyber-physical systems Delays Directed graphs dynamic regret Dynamic scheduling Heuristic algorithms Optimization Parameter estimation Performance degradation process-based triggering Resource conservation Time dependence Training Vehicle dynamics
ISSN:	2373-776X, 2373-7778
Online-Zugang:	Volltext
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