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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Vydáno v:	IEEE transactions on circuits and systems. II, Express briefs Ročník 67; číslo 10; s. 2264 - 2268
Hlavní autoři:	Bin Saeed, Muhammad Omer, Zerguine, Azzedine
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.10.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	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
On-line přístup:	Získat plný text
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