An Incremental Variable Step-Size LMS Algorithm for Adaptive Networks

A lot of research has been done in the diffusion paradigm for the wireless sensor networks. However, not enough attention has been given to the incremental strategy. Despite having better performance than the diffusion scheme, incremental based algorithms have been generally ignored. This brief pres...

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Bibliographic Details

Published in:	IEEE transactions on circuits and systems. II, Express briefs Vol. 67; no. 10; pp. 2264 - 2268
Main Authors:	Bin Saeed, Muhammad Omer, Zerguine, Azzedine
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.10.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Adaptive algorithms Adaptive systems Circuits and systems Eigenvalues and eigenfunctions Incremental algorithm least mean square algorithm mean-square analysis Signal processing algorithms Steady-state steady-state analysis Transient analysis variable step-size Wireless networks Wireless sensor networks
ISSN:	1549-7747, 1558-3791
Online Access:	Get full text
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