The 𝜖-normalized sign regressor least mean fourth (NSRLMF) adaptive algorithm

Ulla Faiz, M. and Zerguine, A. 2012. The 𝜖-normalized sign regressor least mean fourth (NSRLMF) adaptive algorithm. 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA). Montreal, QC, Canada 02 - 05 Jul 2012 IEEE . https://doi.org/10.1109/isspa.2012.6310571

TitleThe 𝜖-normalized sign regressor least mean fourth (NSRLMF) adaptive algorithm
AuthorsUlla Faiz, M. and Zerguine, A.
TypeConference paper
Abstract

In this paper, a new algorithm, the ∈-normalized sign regressor least mean fourth (NSRLMF) algorithm is presented as a substitute for the ∈-normalized least mean fourth (NLMF) algorithm. This new algorithm reduces significantly the computational load. Moreover, the proposed algorithm has similar convergence properties as those of the ∈-NLMF algorithm. Finally, simulations corroborate very well the theoretical findings.

Year2012
Conference2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
PublisherIEEE
Publication dates
Published2012
Journal2012 11th International Conference on Information Science, Signal Processing and their Applications, ISSPA 2012
Digital Object Identifier (DOI)https://doi.org/10.1109/isspa.2012.6310571
Web address (URL)http://www.scopus.com/inward/record.url?eid=2-s2.0-84868548254&partnerID=MN8TOARS

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Analysis of the sign regressor least mean fourth adaptive algorithm
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Analysis and Evaluation of the Family of Sign Adaptive Algorithms
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