Adaptive channel equalization using variable step-size partial rank algorithm based on unified framework

Seyed Arefe Hadei; Paeiz Azmi; Nushin Sonbolestan; Jaber Abbasian

doi:10.1109/IRANIANCEE.2010.5507089

Adaptive channel equalization using variable step-size partial rank algorithm based on unified framework

Seyed Arefe Hadei, Paeiz Azmi, Nushin Sonbolestan, Jaber Abbasian

The University of Manchester

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

Abstract

Affine Projection Algorithms (APA) are useful adaptive filters whose main purpose is to speed the convergence of LMS-type filers. On the other hand, by optimally selecting the step-size, during the adaptation, we can obtain both fast convergence rate and low steady-state mean square error. In this paper, we introduce a new Variable Step Size (VSS) version of affine projection algorithms based on the generic VSS adaptive filter and use it for channel equalization. The proposed algorithms perform very well in attenuating noise and inter-symbol interference (ISI) in comparison with the standard NLMS and the recently introduced ordinary AP algorithms. ©2010 IEEE.

Original language	English
Title of host publication	Proceedings - 2010 18th Iranian Conference on Electrical Engineering, ICEE 2010\|Proc. - Iran. Conf. Electr. Eng., ICEE
Pages	130-135
Number of pages	5
DOIs	https://doi.org/10.1109/IRANIANCEE.2010.5507089
Publication status	Published - 2010
Event	2010 18th Iranian Conference on Electrical Engineering, ICEE 2010 - Isfahan Duration: 1 Jul 2010 → … http://www.scopus.com/inward/record.url?eid=2-s2.0-77954973200&partnerID=40&md5=87174400aaf4765f8b7c60d73790dfba

Conference

Conference	2010 18th Iranian Conference on Electrical Engineering, ICEE 2010
City	Isfahan
Period	1/07/10 → …
Internet address	http://www.scopus.com/inward/record.url?eid=2-s2.0-77954973200&partnerID=40&md5=87174400aaf4765f8b7c60d73790dfba

Keywords

Adaptive filter
Affine projection algorithm (APA)
Channel equalizer
Intersymbol interference
Variable step-size algorithm

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10.1109/IRANIANCEE.2010.5507089

Cite this

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title = "Adaptive channel equalization using variable step-size partial rank algorithm based on unified framework",

abstract = "Affine Projection Algorithms (APA) are useful adaptive filters whose main purpose is to speed the convergence of LMS-type filers. On the other hand, by optimally selecting the step-size, during the adaptation, we can obtain both fast convergence rate and low steady-state mean square error. In this paper, we introduce a new Variable Step Size (VSS) version of affine projection algorithms based on the generic VSS adaptive filter and use it for channel equalization. The proposed algorithms perform very well in attenuating noise and inter-symbol interference (ISI) in comparison with the standard NLMS and the recently introduced ordinary AP algorithms. {\textcopyright}2010 IEEE.",

keywords = "Adaptive filter, Affine projection algorithm (APA), Channel equalizer, Intersymbol interference, Variable step-size algorithm",

author = "Hadei, {Seyed Arefe} and Paeiz Azmi and Nushin Sonbolestan and Jaber Abbasian",

note = "cited By (since 1996)0; Conference of org.apache.xalan.xsltc.dom.DOMAdapter@1b9a626d ; Conference Date: org.apache.xalan.xsltc.dom.DOMAdapter@34b3f043 Through org.apache.xalan.xsltc.dom.DOMAdapter@1162d9bd; Conference Code:81278; 2010 18th Iranian Conference on Electrical Engineering, ICEE 2010 ; Conference date: 01-07-2010",

year = "2010",

doi = "10.1109/IRANIANCEE.2010.5507089",

language = "English",

isbn = "9781424467600",

pages = "130--135",

booktitle = "Proceedings - 2010 18th Iranian Conference on Electrical Engineering, ICEE 2010|Proc. - Iran. Conf. Electr. Eng., ICEE",

url = "http://www.scopus.com/inward/record.url?eid=2-s2.0-77954973200&partnerID=40&md5=87174400aaf4765f8b7c60d73790dfba",

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Hadei, SA, Azmi, P, Sonbolestan, N & Abbasian, J 2010, Adaptive channel equalization using variable step-size partial rank algorithm based on unified framework. in Proceedings - 2010 18th Iranian Conference on Electrical Engineering, ICEE 2010|Proc. - Iran. Conf. Electr. Eng., ICEE. pp. 130-135, 2010 18th Iranian Conference on Electrical Engineering, ICEE 2010, Isfahan, 1/07/10. https://doi.org/10.1109/IRANIANCEE.2010.5507089

Adaptive channel equalization using variable step-size partial rank algorithm based on unified framework. / Hadei, Seyed Arefe; Azmi, Paeiz; Sonbolestan, Nushin et al.
Proceedings - 2010 18th Iranian Conference on Electrical Engineering, ICEE 2010|Proc. - Iran. Conf. Electr. Eng., ICEE. 2010. p. 130-135.

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

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T1 - Adaptive channel equalization using variable step-size partial rank algorithm based on unified framework

AU - Hadei, Seyed Arefe

AU - Azmi, Paeiz

AU - Sonbolestan, Nushin

AU - Abbasian, Jaber

N1 - cited By (since 1996)0; Conference of org.apache.xalan.xsltc.dom.DOMAdapter@1b9a626d ; Conference Date: org.apache.xalan.xsltc.dom.DOMAdapter@34b3f043 Through org.apache.xalan.xsltc.dom.DOMAdapter@1162d9bd; Conference Code:81278

PY - 2010

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N2 - Affine Projection Algorithms (APA) are useful adaptive filters whose main purpose is to speed the convergence of LMS-type filers. On the other hand, by optimally selecting the step-size, during the adaptation, we can obtain both fast convergence rate and low steady-state mean square error. In this paper, we introduce a new Variable Step Size (VSS) version of affine projection algorithms based on the generic VSS adaptive filter and use it for channel equalization. The proposed algorithms perform very well in attenuating noise and inter-symbol interference (ISI) in comparison with the standard NLMS and the recently introduced ordinary AP algorithms. ©2010 IEEE.

AB - Affine Projection Algorithms (APA) are useful adaptive filters whose main purpose is to speed the convergence of LMS-type filers. On the other hand, by optimally selecting the step-size, during the adaptation, we can obtain both fast convergence rate and low steady-state mean square error. In this paper, we introduce a new Variable Step Size (VSS) version of affine projection algorithms based on the generic VSS adaptive filter and use it for channel equalization. The proposed algorithms perform very well in attenuating noise and inter-symbol interference (ISI) in comparison with the standard NLMS and the recently introduced ordinary AP algorithms. ©2010 IEEE.

KW - Adaptive filter

KW - Affine projection algorithm (APA)

KW - Channel equalizer

KW - Intersymbol interference

KW - Variable step-size algorithm

U2 - 10.1109/IRANIANCEE.2010.5507089

DO - 10.1109/IRANIANCEE.2010.5507089

M3 - Conference contribution

SN - 9781424467600

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EP - 135

BT - Proceedings - 2010 18th Iranian Conference on Electrical Engineering, ICEE 2010|Proc. - Iran. Conf. Electr. Eng., ICEE

T2 - 2010 18th Iranian Conference on Electrical Engineering, ICEE 2010

Y2 - 1 July 2010

ER -

Adaptive channel equalization using variable step-size partial rank algorithm based on unified framework

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Keywords

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