Distributed adaptive estimation based on the APA algorithm over diffusion networks with changing topology

L Li; JA Chambers

doi:10.1109/SSP.2009.5278465

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Distributed adaptive estimation based on the APA algorithm over diffusion networks with changing topology

L Li and JA Chambers

IEEE Workshop on Statistical Signal Processing Proceedings, pp.757-760

25/12/2009

DOI: https://doi.org/10.1109/SSP.2009.5278465

Abstract

In this paper, we present a novel distributed affine projection algorithm (APA) to solve distributed estimation problem within dynamic diffusion networks. In addition, mean-square stability of the proposed algorithm is also studied through exploitation of the energy conservation approach due to Sayed. Simulations confirm that the novel algorithm achieves a greatly improved performance as compared with a noncooperative scheme. © 2009 IEEE.

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Title: Distributed adaptive estimation based on the APA algorithm over diffusion networks with changing topology
Creators: L Li
JA Chambers
Publication Details: IEEE Workshop on Statistical Signal Processing Proceedings, pp.757-760
Date published: 25/12/2009
Date submitted: 17/05/2017
Identifiers: 99514139302346
Academic Unit: University of Surrey
Resource Type: Conference presentation

Distributed adaptive estimation based on the APA algorithm over diffusion networks with changing topology

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