Verfügbarkeit: Adaptive digital filters

Adaptive digital filters:

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Bibliographische Detailangaben
Hauptverfasser:	Kovačević, Branko (VerfasserIn), Banjac, Zoran (VerfasserIn), Milosavljević, Milan (VerfasserIn)
Format:	Buch
Sprache:	English
Veröffentlicht:	Belgrad Academic Mind 2013 Berlin [u.a.] Springer [u.a.]
Schlagworte:	FIR > Elektrotechnik Digitalfilter Adaptives Filter
Online-Zugang:	Inhaltstext Inhaltsverzeichnis
Beschreibung:	XIV, 211 S. Ill., graph. Darst.
ISBN:	3642335608 9783642335600

Internformat

MARC


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Datensatz im Suchindex

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DE-BY-FWS_katkey	628795
DE-BY-FWS_media_number	083000516956
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adam_text	IMAGE 1 CONTENTS 1 INTRODUCTION 1 1.1 CONVENTIONAL APPROACH TO THE DESIGN OF DIGITAL FILTERS 1 1.2 OPTIMAL FILTERS 9 1.2.1 WIENER FILTER 9 1.2.2 KALMAN FILTER 16 1.3 ADAPTIVE FILTERS 27 2 ADAPTIVE FILTERING 31 2.1 INTRODUCTION 31 2.2 STRUCTURES OF DIGITAL FILTERS 31 2.2.1 FILTERS WITH INFINITE IMPULSE RESPONSE (IIR FILTERS) 32 2.2.2 FILTERS WITH FINITE IMPULSE RESPONSE (FIR FILTERS) 34 2.3 CRITERION FUNCTION FOR THE ESTIMATION OF FIR FILTER PARAMETERS. 36 2.3.1 MEAN SQUARE ERROR (RISK) CRITERION: MSE CRITERION . 37 2.3.2 MINIMIZATION OF THE CRITERION OF MEAN SQUARE ERROR (RISK) 39 2.4 ADAPTIVE ALGORITHMS FOR THE ESTIMATION OF PARAMETERS OF FIR FILTERS 45 2.4.1 LEAST MEAN SQUARE (LMS) ALGORITHM 46 2.4.2 LEAST SQUARES ALGORITHM (LS ALGORITHM) 49 2.4.3 RECURSIVE LEAST SQUARES (RLS) ALGORITHM 51 2.4.4 WEIGHTED RECURSIVE LEAST SQUARES (WRLS) ALGORITHM WITH EXPONENTIAL FORGETTING FACTOR 53 2.5 ADAPTIVE ALGORITHMS FOR THE ESTIMATION OF THE PARAMETERS OF IIR FILTERS 59 2.5.1 RECURSIVE PREDICTION ERROR ALGORITHM (RPE ALGORITHM) 67 2.5.2 PSEUDO-LINEAR REGRESSION (PLR) ALGORITHM 72 HTTP://D-NB.INFO/1025398033 IMAGE 2 X CONTENTS 3 FINITE IMPULSE RESPONSE ADAPTIVE FILTERS WITH VARIABLE FORGETTING FACTOR 75 3.1 CHOICE OF VARIABLE FORGETTING FACTOR 75 3.1.1 CHOICE OF FORGETTING FACTOR BASED ON THE EXTENDED PREDICTION ERROR 76 3.1.2 FORTESCUE-KERSHENBAUM-YDSTIE ALGORITHM 78 3.1.3 PARALLEL ADAPTATION ALGORITHM (PA-RLS ALGORITHM) . 86 3.1.4 GENERALIZED WEIGHTED LEAST SQUARES ALGORITHM WITH VARIABLE FORGETTING FACTOR 93 3.1.5 MODIFIED GENERALIZED LIKELIHOOD RATIO: MGLR ALGORITHM 96 3.2 EXPERIMENTAL ANALYSIS 101 3.2.1 COMPARATIVE ANALYSIS OF RECURSIVE ALGORITHMS FOR THE ESTIMATION OF VARIABLE FORGETTING FACTOR (ANALYSIS OF RLS ALGORITHM WITH EGP, FKY AND PA STRATEGY FOR THE CALCULATION OF VARIABLE FORGETTING FACTOR) 101 4 FINITE IMPULSE RESPONSE ADAPTIVE FILTERS WITH INCREASED CONVERGENCE SPEED 109 4.1 DEFINITION OF THE PARAMETER IDENTIFICATION PROBLEM 110 4.2 FINITE IMPULSE RESPONSE ADAPTIVE FILTERS WITH OPTIMAL INPUT. . . 112 4.3 CONVERGENCE ANALYSIS OF ADAPTIVE ALGORITHMS 115 4.4 APPLICATION OF RECURSIVE LEAST SQUARES ALGORITHM WITH OPTIMAL INPUT FOR LOCAL ECHO CANCELLATION IN SCRAMBLING SYSTEMS 131 4.4.1 DEFINITION OF THE LOCAL ECHO CANCELLATION PROBLEM IN SCRAMBLING SYSTEMS 133 4.4.2 EXPERIMENTAL ANALYSIS 134 4.5 APPLICATION OF VARIABLE FORGETTING FACTOR TO FINITE IMPULSE RESPONSE ADAPTIVE FILTER WITH OPTIMAL INPUT 139 5 ROBUSTIFICATION OF FINITE IMPULSE RESPONSE ADAPTIVE FILTERS 147 5.1 ROBUST LEAST MEAN SQUARE ALGORITHM 149 5.1.1 ROBUSTIFICATION OF LEAST MEAN SQUARE ALGORITHM: ROBUST LMS ALGORITHM 152 5.1.2 STABILITY ANALYSIS OF ROBUST ESTIMATORS 155 5.1.3 SIMULATION-BASED EXPERIMENTAL ANALYSIS 158 5.2 ROBUST RECURSIVE LEAST SQUARES ALGORITHM WITH OPTIMAL OUTPUT 162 5.2.1 EXPERIMENTAL ANALYSIS 168 5.3 ADAPTIVE ESTIMATION OF THE SCALING FACTOR IN ROBUST ALGORITHMS 170 5.3.1 EXPERIMENTAL ANALYSIS 177 IMAGE 3 CONTENTS XI 5.4 ROBUST RECURSIVE LEAST SQUARES ALGORITHM WITH VARIABLE FORGETTING FACTOR AND WITH DETECTION OF IMPULSE NOISE 180 5.4.1 EXPERIMENTAL ANALYSIS 184 6 APPLICATION OF ADAPTIVE DIGITAL FILTERS FOR ECHO CANCELLATION IN TELECOMMUNICATION NETWORKS 187 6.1 ECHO: CAUSES AND ORIGINS 189 6.1.1 ECHO IN SPEECH TRANSMISSION 189 6.1.2 ACOUSTIC ECHO 191 6.1.3 ECHO IN DATA TRANSFER 192 6.1.4 BASIC PRINCIPLES OF ADAPTIVE ECHO CANCELLATION 193 6.2 MATHEMATICAL MODEL OF AN ECHO CANCELLATION SYSTEM 196 6.3 ANALYSIS OF THE INFLUENCE OF EXCITATION SIGNAL TO THE PERFORMANCE OF ECHO CANCELLATION SYSTEM FOR SPEECH SIGNAL TRANSMISSION 197 REFERENCES 205 INDEX 209
any_adam_object	1
author	Kovačević, Branko Banjac, Zoran Milosavljević, Milan
author_facet	Kovačević, Branko Banjac, Zoran Milosavljević, Milan
author_role	aut aut aut
author_sort	Kovačević, Branko
author_variant	b k bk z b zb m m mm
building	Verbundindex
bvnumber	BV041198141
classification_rvk	ZN 5760
ctrlnum	(OCoLC)808417954 (DE-599)DNB1025398033
dewey-full	621.3822
dewey-hundreds	600 - Technology (Applied sciences)
dewey-ones	621 - Applied physics
dewey-raw	621.3822
dewey-search	621.3822
dewey-sort	3621.3822
dewey-tens	620 - Engineering and allied operations
discipline	Elektrotechnik / Elektronik / Nachrichtentechnik
format	Book
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id	DE-604.BV041198141
illustrated	Illustrated
indexdate	2024-08-05T08:45:00Z
institution	BVB
isbn	3642335608 9783642335600
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-026173081
oclc_num	808417954
open_access_boolean
owner	DE-11 DE-83 DE-1050 DE-862 DE-BY-FWS
owner_facet	DE-11 DE-83 DE-1050 DE-862 DE-BY-FWS
physical	XIV, 211 S. Ill., graph. Darst.
publishDate	2013
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publisher	Academic Mind Springer [u.a.]
record_format	marc
spellingShingle	Kovačević, Branko Banjac, Zoran Milosavljević, Milan Adaptive digital filters FIR Elektrotechnik (DE-588)4348787-7 gnd Digitalfilter (DE-588)4070477-4 gnd Adaptives Filter (DE-588)4141377-5 gnd
subject_GND	(DE-588)4348787-7 (DE-588)4070477-4 (DE-588)4141377-5
title	Adaptive digital filters
title_auth	Adaptive digital filters
title_exact_search	Adaptive digital filters
title_full	Adaptive digital filters Branko Kovacevic ; Zoran Banjac ; Milan Milosavljević
title_fullStr	Adaptive digital filters Branko Kovacevic ; Zoran Banjac ; Milan Milosavljević
title_full_unstemmed	Adaptive digital filters Branko Kovacevic ; Zoran Banjac ; Milan Milosavljević
title_short	Adaptive digital filters
title_sort	adaptive digital filters
topic	FIR Elektrotechnik (DE-588)4348787-7 gnd Digitalfilter (DE-588)4070477-4 gnd Adaptives Filter (DE-588)4141377-5 gnd
topic_facet	FIR Elektrotechnik Digitalfilter Adaptives Filter
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work_keys_str_mv	AT kovacevicbranko adaptivedigitalfilters AT banjaczoran adaptivedigitalfilters AT milosavljevicmilan adaptivedigitalfilters

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