General Block LMS Algorithm

Domínguez Jiménez, María Elena and Hernandez Perdomo, Wilmar and Sansigre Vidal, Gabriela (2009). General Block LMS Algorithm. In: "35th Annual Conference of IEEE Industrial Electronics, 2009. IECON '09", 03/11/2009 - 05/11/2009, Oporto, Portugal. ISBN 978-1-4244-4648-3.

Description

Title: General Block LMS Algorithm
Author/s:
  • Domínguez Jiménez, María Elena
  • Hernandez Perdomo, Wilmar
  • Sansigre Vidal, Gabriela
Item Type: Presentation at Congress or Conference (Article)
Event Title: 35th Annual Conference of IEEE Industrial Electronics, 2009. IECON '09
Event Dates: 03/11/2009 - 05/11/2009
Event Location: Oporto, Portugal
Title of Book: Proceedings of 35th Annual Conference of IEEE Industrial Electronics, 2009. IECON '09
Date: 2009
ISBN: 978-1-4244-4648-3
Subjects:
Faculty: E.U.I.T. Telecomunicación (UPM)
Department: Ingeniería de Circuitos y Sistemas [hasta 2014]
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

In this paper, we analyze the conventional block-least-mean-square (BLMS) algorithm. Usual constraints such as real input data, steady-state analysis and positive adaptive step-size parameter are discarded. Some modifications are introduced in order that the new complex frequency-domain BLMS algorithm equals the former versions in case any of the constraints are imposed. Furthermore, if the steady-state analysis is considered, the proposed algorithm avoids the inversion of the autocorrelation matrix of the transformed input.

More information

Item ID: 5552
DC Identifier: http://oa.upm.es/5552/
OAI Identifier: oai:oa.upm.es:5552
Official URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5415194
Deposited by: Memoria Investigacion
Deposited on: 23 Dec 2010 11:38
Last Modified: 20 Apr 2016 14:20
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