Insights into the convergence and steady-state behaviors of the SLMF and its variants

Mohammed Mujahid Ulla Faiz; Azzedine Zerguine

doi:10.1109/SSD.2015.7348094

Insights into the convergence and steady-state behaviors of the SLMF and its variants

Mohammed Mujahid Ulla Faiz, Azzedine Zerguine

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

In this paper, we provide some insights into the convergence and steady-state behaviors of the sign-error least mean fourth (SLMF), sign-sign least mean fourth (SSLMF), normalized sign-error least mean fourth (NSLMF), and normalized sign-sign least mean fourth (NSSLMF) algorithms for both cases of real- and complex-valued data. Moreover, we also report the equivalence algorithms of the block-based normalized sign-error least mean fourth (BBNSLMF) and block-based normalized sign-sign least mean fourth (BBNSSLMF) algorithms. Finally, simulations are conducted for both cases of real- and complex-valued data to provide us with more insights into the performance of the SLMF, SSLMF, NSLMF, and NSSLMF algorithms.

Original language	English
Title of host publication	12th International Multi-Conference on Systems, Signals and Devices, SSD 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781479917587
DOIs	https://doi.org/10.1109/SSD.2015.7348094
State	Published - 4 Dec 2015

Publication series

Name	12th International Multi-Conference on Systems, Signals and Devices, SSD 2015

Bibliographical note

Publisher Copyright:
© 2015 IEEE.

Keywords

BB-NSLMF
BBNSSLMF
Convergence
NSLMF
NSSLMF
SLMF
SSLMF
Steady-state

ASJC Scopus subject areas

Signal Processing
Computer Networks and Communications
Control and Systems Engineering

Access to Document

10.1109/SSD.2015.7348094

Cite this

Faiz, M. M. U., & Zerguine, A. (2015). Insights into the convergence and steady-state behaviors of the SLMF and its variants. In 12th International Multi-Conference on Systems, Signals and Devices, SSD 2015 Article 7348094 (12th International Multi-Conference on Systems, Signals and Devices, SSD 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SSD.2015.7348094

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abstract = "In this paper, we provide some insights into the convergence and steady-state behaviors of the sign-error least mean fourth (SLMF), sign-sign least mean fourth (SSLMF), normalized sign-error least mean fourth (NSLMF), and normalized sign-sign least mean fourth (NSSLMF) algorithms for both cases of real- and complex-valued data. Moreover, we also report the equivalence algorithms of the block-based normalized sign-error least mean fourth (BBNSLMF) and block-based normalized sign-sign least mean fourth (BBNSSLMF) algorithms. Finally, simulations are conducted for both cases of real- and complex-valued data to provide us with more insights into the performance of the SLMF, SSLMF, NSLMF, and NSSLMF algorithms.",

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Faiz, MMU & Zerguine, A 2015, Insights into the convergence and steady-state behaviors of the SLMF and its variants. in 12th International Multi-Conference on Systems, Signals and Devices, SSD 2015., 7348094, 12th International Multi-Conference on Systems, Signals and Devices, SSD 2015, Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/SSD.2015.7348094

Insights into the convergence and steady-state behaviors of the SLMF and its variants. / Faiz, Mohammed Mujahid Ulla; Zerguine, Azzedine.
12th International Multi-Conference on Systems, Signals and Devices, SSD 2015. Institute of Electrical and Electronics Engineers Inc., 2015. 7348094 (12th International Multi-Conference on Systems, Signals and Devices, SSD 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Faiz MMU, Zerguine A. Insights into the convergence and steady-state behaviors of the SLMF and its variants. In 12th International Multi-Conference on Systems, Signals and Devices, SSD 2015. Institute of Electrical and Electronics Engineers Inc. 2015. 7348094. (12th International Multi-Conference on Systems, Signals and Devices, SSD 2015). doi: 10.1109/SSD.2015.7348094

Insights into the convergence and steady-state behaviors of the SLMF and its variants

Abstract

Publication series

Bibliographical note

Keywords

ASJC Scopus subject areas

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Cite this