Variable forgetting factor mechanisms for diffusion recursive least squares algorithm in sensor networks

Variable forgetting factor mechanisms for diffusion recursive least squares algorithm in sensor networks

Abstract In this work, we present low-complexity variable forgetting factor (VFF) techniques for diffusion recursive least squares (DRLS) algorithms. Particularly, we propose low-complexity VFF-DRLS algorithms for distributed parameter and spectrum estimation in sensor networks. For the proposed alg...

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Bibliographic Details
Main Authors: Ling Zhang, Yunlong Cai, Chunguang Li, Rodrigo C. de Lamare
Format: Article
Language:English
Published: SpringerOpen 2017-08-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Sensor networks
Distributed parameter estimation
Distributed spectrum estimation
Diffusion recursive least-squares
Variable forgetting factor
Online Access:http://link.springer.com/article/10.1186/s13634-017-0490-z

Internet

http://link.springer.com/article/10.1186/s13634-017-0490-z

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