Adaptive filters: structures, algorithms, and applications
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boston u.a.
Kluwer
1984
|
| Schriftenreihe: | The Kluwer international series in engineering and computer science.
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | IX, 337 S. graph. Darst. |
| ISBN: | 0898381630 |
Internformat
MARC
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Datensatz im Suchindex
| _version_ | 1804116495118106624 |
|---|---|
| adam_text | ADAPTIVE FILTERS
STRUCTURES, ALGORITHMS,
AND APPLICATIONS
MICHAEL L HONIG
Bell Communications Research, Inc
Murray Hill, New Jersey
DAVID G MESSERSCHMITT
University of California
Berkeley, California
NacJ-’U t- r’ethnische Biblx hak
der Techn Hochschule Darmstadt
Inv -Nr : S
131^
KLUWER ACADEMIC PUBLISHERS
Boston—The Hague—London—Lancaster
CONTENTS
REFACE vii
INTRODUCTION 1
1 1 FILTER STRUCTURES FOR ADAPTIVE FILTERING 2
1 2 ADAPTATION ALGORITHMS 5
1 3 OUTLINE OF THE BOOK 8
1 4 FURTHER READING 8
REFERENCES 8
2 APPLICATIONS 9
2 1 SPECTRAL ESTIMATION OF SPEECH 11
2 2 WAVEFORM CODING OF SPEECH 16
2 3 ADAPTIVE EQUALIZATION 19
2 4 ADAPTIVE NOISE CANCELLING 24
2 5 ECHO CANCELLATION 25
2 6 CONCLUSIONS 30
2 7 FURTHER READING 30
PROBLEMS 30
REFERENCES 32
3 TRANSVERSAL FILTER 35
3 1 MINIMUM MEAN-SQUARE ERROR SOLUTION 36
3 2 LMS STOCHASTIC GRADIENT ALGORITHM 49
3 3 BLOCK LEAST-SQUARES METHODS 62
3 4 RECURSIVE LEAST-SQUARES METHODS 66
3 5 CONCLUSIONS 74
PROBLEMS 75
REFERENCES 82
4 LATTICE FILTER 85
4 1 MATHEMATICAL PRELIMINARIES 86
4 2 DERIVATION OF LATTICE FILTER 99
4 3 CONVERTING AMONG REPRESENTATIONS 109
4 4 LATTICE JOINT PROCESS ESTIMATOR 111
4 5 LATTICE STOCHASTIC GRADIENT ALGORITHMS 116
4 6 APPLICATIONS OF LATTICE FILTERS 119
4 7 CONCLUSIONS 123
4 8 FURTHER READING 123
PROBLEMS 123
REFERENCES 126
vi
CONTENTS
5 SENSITIVITY AND STABILITY 128
5 1 MINIMUM PHASE LATTICE FILTERS 129
5 2 FILTER ZERO SENSITIVITY 130
5 3 CONCLUSIONS 136
5 4 FURTHER READING 137
PROBLEMS 137
REFERENCES 138
APPENDIX 5-A PROOF OF MINIMUM PHASE 138
APPENDIX 5-B ZERO SENSITIVITY OF FIRST
PARCOR COEFFICIENT 141
6 RECURSIVE LEAST SQUARES 144
6 1 HILBERT SPACE BACKGROUND 146
6 2 PROJECTION OPERATOR UPDATE FORMULAS 150
6 3 PREWINDOWED LS ALGORITHMS 163
6 4 COVARIANCE LS ALGORITHMS 179
6 5 LS JOINT PROCESS ESTIMATION 200
6 6 NORMALIZED LS ALGORITHMS 207
6 7 APPLICATION: PITCH DETECTION 225
6 8 FURTHER READING 228
APPENDIX 6-A PROOF OF (6 2 21) 228
PROBLEMS 229
REFERENCES 242
7 CONVERGENCE 246
7 1 SG TRANSVERSAL ALGORITHM 248
7 2 SG LATTICE SINGLE-STAGE CONVERGENCE 259
7 3 LS LATTICE SINGLE-STAGE CONVERGENCE 268
7 4 MULTI-STAGE ADAPTATION MODELS 274
7 5 TWO-STAGE SG COMPARISON 282
7 6 JOINT PROCESS ESTIMATION 285
7 7 ALGEBRAIC PROPERTIES OF LS ALGORITHMS 293
7 8 COMPUTER SIMULATIONS 302
7 9 SUMMARY-AND FURTHER READING 320
PROBLEMS 322
REFERENCES 328
INDEX
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| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
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| dewey-search | 621.381/7324 |
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| discipline | Elektrotechnik Elektrotechnik / Elektronik / Nachrichtentechnik |
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| indexdate | 2024-07-09T15:39:25Z |
| institution | BVB |
| isbn | 0898381630 |
| language | English |
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| physical | IX, 337 S. graph. Darst. |
| publishDate | 1984 |
| publishDateSearch | 1984 |
| publishDateSort | 1984 |
| publisher | Kluwer |
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| series2 | The Kluwer international series in engineering and computer science. |
| spelling | Honig, Michael L. Verfasser aut Adaptive filters structures, algorithms, and applications Michael L. Honig ; David G. Messerschmitt* Boston u.a. Kluwer 1984 IX, 337 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier The Kluwer international series in engineering and computer science. Literaturangaben Filtres adaptatifs Filtros Eletronicos larpcal Adaptive filters Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Adaptives Filter (DE-588)4141377-5 gnd rswk-swf Adaptives Filter (DE-588)4141377-5 s DE-604 Bildverarbeitung (DE-588)4006684-8 s 1\p DE-604 Messerschmitt, David G. Verfasser aut HEBIS Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=001337257&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Honig, Michael L. Messerschmitt, David G. Adaptive filters structures, algorithms, and applications Filtres adaptatifs Filtros Eletronicos larpcal Adaptive filters Bildverarbeitung (DE-588)4006684-8 gnd Adaptives Filter (DE-588)4141377-5 gnd |
| subject_GND | (DE-588)4006684-8 (DE-588)4141377-5 |
| title | Adaptive filters structures, algorithms, and applications |
| title_auth | Adaptive filters structures, algorithms, and applications |
| title_exact_search | Adaptive filters structures, algorithms, and applications |
| title_full | Adaptive filters structures, algorithms, and applications Michael L. Honig ; David G. Messerschmitt* |
| title_fullStr | Adaptive filters structures, algorithms, and applications Michael L. Honig ; David G. Messerschmitt* |
| title_full_unstemmed | Adaptive filters structures, algorithms, and applications Michael L. Honig ; David G. Messerschmitt* |
| title_short | Adaptive filters |
| title_sort | adaptive filters structures algorithms and applications |
| title_sub | structures, algorithms, and applications |
| topic | Filtres adaptatifs Filtros Eletronicos larpcal Adaptive filters Bildverarbeitung (DE-588)4006684-8 gnd Adaptives Filter (DE-588)4141377-5 gnd |
| topic_facet | Filtres adaptatifs Filtros Eletronicos Adaptive filters Bildverarbeitung Adaptives Filter |
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