Differentially Private Average Consensus With Logarithmic Dynamic Encoding-Decoding Scheme

This article is concerned with the differentially private average consensus (DPAC) problem for a class of multiagent systems with quantized communication. By constructing a pair of auxiliary dynamic equations, a logarithmic dynamic encoding-decoding (LDED) scheme is developed and then utilized durin...

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Veröffentlicht in:	IEEE transactions on cybernetics Jg. 53; H. 10; S. 1 - 12
Hauptverfasser:	Chen, Wei, Wang, Zidong, Hu, Jun, Liu, Guo-Ping
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.10.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Accuracy Algorithms Chebyshev approximation Coding Communication Convergence Data transmission Decoding Differential private average consensus dynamic encoding–decoding scheme Eigenvalues Heuristic algorithms Indexes logarithmic quantization Logarithms Multiagent systems multiagent systems (MASs) Optimization Privacy Probability theory Quantization (signal) Stability analysis Stability criteria Topology
ISSN:	2168-2267, 2168-2275, 2168-2275
Online-Zugang:	Volltext
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