QR Decomposition For Adaptive Filtering Application

This thesis is designed to investigate adaptive filtering problem based on QR decomposition techniques. An adaptive filter is a self modifying digital filter that adjusts its parameters in order to minimize a defined error function. Adaptive algorithm is applied to adapt the coefficient of the used...

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Bibliographic Details
Main Author: Okwonu, Friday Zinzendoff
Format: Thesis
Language:English
Published: 2011
Subjects:
QA1 Mathematics (General)
Online Access:http://eprints.usm.my/41807/
Abstract Abstract here
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author Okwonu, Friday Zinzendoff
author_facet Okwonu, Friday Zinzendoff
author_sort Okwonu, Friday Zinzendoff
description This thesis is designed to investigate adaptive filtering problem based on QR decomposition techniques. An adaptive filter is a self modifying digital filter that adjusts its parameters in order to minimize a defined error function. Adaptive algorithm is applied to adapt the coefficient of the used filter to nonstationary process in which the coefficient of the adaptive filter is adapted in order to minimize the error function. Adaptive filtering problem is an adaptive form of least squares problem.
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institution Universiti Sains Malaysia
language English
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spelling usm-418072019-04-12T05:26:37Z http://eprints.usm.my/41807/ QR Decomposition For Adaptive Filtering Application Okwonu, Friday Zinzendoff QA1 Mathematics (General) This thesis is designed to investigate adaptive filtering problem based on QR decomposition techniques. An adaptive filter is a self modifying digital filter that adjusts its parameters in order to minimize a defined error function. Adaptive algorithm is applied to adapt the coefficient of the used filter to nonstationary process in which the coefficient of the adaptive filter is adapted in order to minimize the error function. Adaptive filtering problem is an adaptive form of least squares problem. 2011-05 Thesis NonPeerReviewed application/pdf en http://eprints.usm.my/41807/1/FRIDAY_ZINZENDOFF_OKWONU.pdf Okwonu, Friday Zinzendoff (2011) QR Decomposition For Adaptive Filtering Application. Masters thesis, Universiti Sains Malaysia.
spellingShingle QA1 Mathematics (General)
Okwonu, Friday Zinzendoff
QR Decomposition For Adaptive Filtering Application
thesis_level Master
title QR Decomposition For Adaptive Filtering Application
title_full QR Decomposition For Adaptive Filtering Application
title_fullStr QR Decomposition For Adaptive Filtering Application
title_full_unstemmed QR Decomposition For Adaptive Filtering Application
title_short QR Decomposition For Adaptive Filtering Application
title_sort qr decomposition for adaptive filtering application
topic QA1 Mathematics (General)
url http://eprints.usm.my/41807/
work_keys_str_mv AT okwonufridayzinzendoff qrdecompositionforadaptivefilteringapplication

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