Reduced rank adaptive filtering in impulsive noise environments

Handle URI:
http://hdl.handle.net/10754/577134
Title:
Reduced rank adaptive filtering in impulsive noise environments
Authors:
Soury, Hamza ( 0000-0001-7914-2973 ) ; Abed-Meraim, Karim; Alouini, Mohamed-Slim ( 0000-0003-4827-1793 )
Abstract:
An impulsive noise environment is considered in this paper. A new aspect of signal truncation is deployed to reduce the harmful effect of the impulsive noise to the signal. A full rank direct solution is derived followed by an iterative solution. The reduced rank adaptive filter is presented in this environment by using two methods for rank reduction, while the minimized objective function is defined using the Lp norm. The results are presented and the efficiency of each method is discussed. © 2014 IEEE.
KAUST Department:
Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division; Electrical Engineering Program; Communication Theory Lab
Publisher:
Institute of Electrical and Electronics Engineers (IEEE)
Journal:
2014 48th Asilomar Conference on Signals, Systems and Computers
Conference/Event name:
48th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015
Issue Date:
Nov-2014
DOI:
10.1109/ACSSC.2014.7094830
Type:
Conference Paper
Appears in Collections:
Conference Papers; Electrical Engineering Program; Communication Theory Lab; Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division

Full metadata record

DC FieldValue Language
dc.contributor.authorSoury, Hamzaen
dc.contributor.authorAbed-Meraim, Karimen
dc.contributor.authorAlouini, Mohamed-Slimen
dc.date.accessioned2015-09-10T14:19:31Zen
dc.date.available2015-09-10T14:19:31Zen
dc.date.issued2014-11en
dc.identifier.doi10.1109/ACSSC.2014.7094830en
dc.identifier.urihttp://hdl.handle.net/10754/577134en
dc.description.abstractAn impulsive noise environment is considered in this paper. A new aspect of signal truncation is deployed to reduce the harmful effect of the impulsive noise to the signal. A full rank direct solution is derived followed by an iterative solution. The reduced rank adaptive filter is presented in this environment by using two methods for rank reduction, while the minimized objective function is defined using the Lp norm. The results are presented and the efficiency of each method is discussed. © 2014 IEEE.en
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en
dc.subjectAdaptive filteren
dc.subjectImpulsive noiseen
dc.subjectKrylov subspaceen
dc.subjectL<inf>p</inf> normen
dc.subjectReduced ranken
dc.subjectTruncationen
dc.subjectα-stableen
dc.titleReduced rank adaptive filtering in impulsive noise environmentsen
dc.typeConference Paperen
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Divisionen
dc.contributor.departmentElectrical Engineering Programen
dc.contributor.departmentCommunication Theory Laben
dc.identifier.journal2014 48th Asilomar Conference on Signals, Systems and Computersen
dc.conference.date2 November 2014 through 5 November 2014en
dc.conference.name48th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015en
kaust.authorSoury, Hamzaen
kaust.authorAlouini, Mohamed-Slimen
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