Consensus Based Distributed Spectral Radius Estimation

A consensus based distributed algorithm to compute the spectral radius of a network is proposed. The spectral radius of the graph is the largest eigenvalue of the adjacency matrix, and is a useful characterization of the network graph. Conventionally, centralized methods are used to compute the spec...

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Vydané v:	IEEE signal processing letters Ročník 27; s. 1045 - 1049
Hlavní autori:	Muniraju, Gowtham, Tepedelenlioglu, Cihan, Spanias, Andreas
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Algebraic connectivity Algorithms Computer simulation consensus Convergence Distributed algorithms distributed estimation Eigenvalues Eigenvalues and eigenfunctions Eigenvectors Estimation Graphs Packet loss Signal processing algorithms Spectra spectral radius
ISSN:	1070-9908, 1558-2361
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