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

Li, L and Chambers, JA (2009) Distributed adaptive estimation based on the APA algorithm over diffusion networks with changing topology

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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.

Item Type:	Conference or Workshop Item (UNSPECIFIED)
Authors :	Name Email ORCID Li, L UNSPECIFIED UNSPECIFIED Chambers, JA j.a.chambers@surrey.ac.uk UNSPECIFIED
Date :	25 December 2009
Identification Number :	https://doi.org/10.1109/SSP.2009.5278465
Depositing User :	Symplectic Elements
Date Deposited :	17 May 2017 13:25
Last Modified :	17 May 2017 13:25
URI:	http://epubs.surrey.ac.uk/id/eprint/839158

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