Diffusion Signed LMS Algorithms and Their Performance Analyses for Cyclostationary White Gaussian Inputs

As one of the signed variants of the diffusion least mean square (DLMS) algorithm over networks, the diffusion sign error algorithm has been presented in previous reference. In this paper, we propose two novel signed variants of the DLMS algorithm, i.e., the diffusion signed regressor algorithm and...

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Vydáno v:	IEEE access Ročník 5; s. 18876 - 18894
Hlavní autoři:	Wang, Wenyuan, Zhao, Haiquan
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Piscataway IEEE 01.01.2017 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Adaptation models adaptive filter Algorithm design and analysis Algorithms Analytical models Computational modeling cyclostationary signals Diffusion Distributed algorithms Distributed network Nonstationary environments Parameter identification Performance analysis Random walk Regression analysis sign algorithm Signal processing algorithms stochastic model
ISSN:	2169-3536, 2169-3536
On-line přístup:	Získat plný text
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