Adaptive digital filters:
Gespeichert in:
Hauptverfasser: | , , |
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Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Belgrad
Academic Mind
2013
Berlin [u.a.] Springer [u.a.] |
Schlagworte: | |
Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
Beschreibung: | XIV, 211 S. Ill., graph. Darst. |
ISBN: | 3642335608 9783642335600 |
Internformat
MARC
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100 | 1 | |a Kovačević, Branko |e Verfasser |4 aut | |
245 | 1 | 0 | |a Adaptive digital filters |c Branko Kovacevic ; Zoran Banjac ; Milan Milosavljević |
264 | 1 | |a Belgrad |b Academic Mind |c 2013 | |
264 | 1 | |a Berlin [u.a.] |b Springer [u.a.] | |
300 | |a XIV, 211 S. |b Ill., graph. Darst. | ||
336 | |b txt |2 rdacontent | ||
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650 | 0 | 7 | |a Digitalfilter |0 (DE-588)4070477-4 |2 gnd |9 rswk-swf |
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689 | 0 | 2 | |a FIR |g Elektrotechnik |0 (DE-588)4348787-7 |D s |
689 | 0 | |5 DE-604 | |
700 | 1 | |a Banjac, Zoran |e Verfasser |4 aut | |
700 | 1 | |a Milosavljević, Milan |e Verfasser |4 aut | |
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Datensatz im Suchindex
DE-BY-862_location | 2000 |
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DE-BY-FWS_call_number | 2000/ZN 5760 K88 |
DE-BY-FWS_katkey | 628795 |
DE-BY-FWS_media_number | 083000516956 |
_version_ | 1806528991111151616 |
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 |
publishDateSearch | 2013 |
publishDateSort | 2013 |
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 |
url | http://deposit.dnb.de/cgi-bin/dokserv?id=4107171&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026173081&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
work_keys_str_mv | AT kovacevicbranko adaptivedigitalfilters AT banjaczoran adaptivedigitalfilters AT milosavljevicmilan adaptivedigitalfilters |
Beschreibung
THWS Schweinfurt Zentralbibliothek Lesesaal
Signatur: |
2000 ZN 5760 K88 |
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Exemplar 1 | ausleihbar Verfügbar Bestellen |