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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Bibliographic Details
Published in:	IEEE signal processing letters Vol. 27; pp. 1045 - 1049
Main Authors:	Muniraju, Gowtham, Tepedelenlioglu, Cihan, Spanias, Andreas
Format:	Journal Article
Language:	English
Published:	New York IEEE 2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	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
Online Access:	Get full text
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