Adaptive filters:
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | Undetermined |
| Veröffentlicht: |
Englewood Cliffs, NJ
Prentice-Hall
1985
|
| Schriftenreihe: | Prentice-Hall signal processing series.
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturverz. S. 283 - 302 |
| Beschreibung: | XX, 308 S. Ill., graph. Darst. |
| ISBN: | 0130040371 |
Internformat
MARC
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| 245 | 1 | 0 | |a Adaptive filters |c Hrsg. von Colin F. Cowan. Mitarb.: Peter M. Adams* |
| 264 | 1 | |a Englewood Cliffs, NJ |b Prentice-Hall |c 1985 | |
| 300 | |a XX, 308 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Prentice-Hall signal processing series. | |
| 500 | |a Literaturverz. S. 283 - 302 | ||
| 650 | 0 | 7 | |a Adaptives Filter |0 (DE-588)4141377-5 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Adaptives Filter |0 (DE-588)4141377-5 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Cowan, Colin F. |e Sonstige |4 oth | |
| 700 | 1 | |a Adams, Peter M. |e Sonstige |4 oth | |
| 856 | 4 | 2 | |m HEBIS Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=001337260&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
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Datensatz im Suchindex
| _version_ | 1804116495111815168 |
|---|---|
| adam_text | CONTENTS
PREFACE, xiii
ACKNOWLEDGMENTS, XV
ABBREVIATIONS, xvii
SYMBOLS, xix
1
INTRODUCTION TO ADAPTIVE FILTERS, 1
Peter M Grant and Colin F N Cowan
1 1 Adaptive Processing 1
111 Adaptive Filters 2
112 Adaptive Filter Operation 3
1 2 Programmable Filter Designs 4
121 Recursive Filters 4
122 Nonrecursive Filters 6
123 Transform-Based Filters 8
1 3 Optimum Linear Estimation 10
1 4 Adaptive Filters 11
141 Adaptive Infinite Impulse Response Filters 11
142 Adaptive Finite Impulse Response Filters 11
143 Transform-Based Adaptive Filters 12
144 Hardware Designs 14
vii
viü Contents
2
OPTIMUM ESTIMATION TECHNIQUES, 15
Colin F N Cowan
2 1 Introduction 15
2 2 Optimum Nonrecursive (Wiener) Estimation 16
221 Practical Example of a Wiener Estimator 18
2 3 Optimum Recursive (Kalman) Estimation 21
231 Scalar Kalman Filter 21
232 Derivation of the Kalman Gain 24
2 4 Vector Kalman Filter 25
241 Vector Kalman Filter as a Channel Equalizer 26
2 5 Conclusions 27
3
ADAPTIVE ALGORITHMS
FOR FINITE IMPULSE RESPONSE FILTERS, 28
Benjamin Friedlander
3 1 Introduction 29
3 2 Recursive Least-Squares Algorithm 30
321 Derivation of the RLS Algorithm 32
322 Exponentially Weighted RLS 33
323 Computational Complexity 34
324 Stochastic Interpretation 35
325 Asymptotic Accuracy of Least-Squares Estimates 37
326 Asymptotic Properties of the Adaptive Filter 38
327 Square-Root Implementation 39
328 Sliding Window Form of the RLS 40
3 3 Least-Mean-Squares Adaptive Algorithm 41
331 Iterative Computation of the Optimal Coefficient Vector 42
332 LMS Algorithm 44
333 Convergence of the LMS Algorithm 44
334 Learning Curve 46
335 Recent Convergence Results 48
336 LMS Algorithm as a Stochastic Approximation Method 49
3 4 Adaptive Finite Impulse Response Filters with
Linear-Phase Characteristics 55
341 Stochastic Case 55
342 RLS Algorithm 57
343 LMS Algorithm 58
Contents ix
4
ADAPTIVE ALGORITHMS
FOR INFINITE IMPULSE RESPONSE FILTERS, 60
John R Treichler
4 1 Introduction 60
411 General Scope 60
412 Why Use HR Adaptive Filters? 61
413 Problem Formulation 62
414 Implications of Feedback 63
4 2 Minimum Mean-Square-Error Techniques 64
421 Developing Necessary Conditions for a Solution 64
422 Solution Techniques 65
423 Historical Perspective 67
4 3 Techniques Based on Nonlinear Stability Theory 68
431 Problem Formulation 68
432 Hyperstable Adaptive Recursive Filter 69
433 Hyperstability and Adaptive Filtering 72
434 Simple Hyperstable Recursive Filter 78
4 4 Convergence Analysis 81
441 Goals of Convergence Analysis 81
442 Approaches 83
443 General Conclusions 88
4 5 Limitations in the Use of HR Adaptive Filters 89
451 Coefficient Sensitivity 89
452 Inverse Modeling of Non-Minimum-Phase Filters 89
453 Order Matching 90
454 Conversion of Stability-Based Techniques to Inverse Modeling 90
4 6 Conclusion 90
5
RECURSIVE LEAST-SQUARES
ESTIMATION AND LATTICE FILTERS, 91
John M Turner
5 1 Introduction 91
5 2 General Lattice Digital Filter Structure 93
5 3 Properties of the Lattice Structure 98
531 Orthogonalizing Properties 99
532 Physical Interpretation 102
5 4 Sample Data Estimates of Reflection Coefficients 105
541 Gradient Estimates of Reflection Coefficients 106
5 5 Recursive Least-Squares Lattice Algorithm 108
551 Formulation of Recursive Estimates 109
552 Order-Update Equations Ill
553 Time-Update Equations 113
554 Exact Least-Squares Lattice Recursions 114
Contents
555 Likelihood Variable 116
5 6 Joint-Process Lattice Filter 117
5 7 Square-Root Normalized Least-Squares Lattice 120
5 8 Computational Complexity and CORDIC Arithmetic 123
581 CORDIC Arithmetic 124
582 Lattice Filtering by Rotations 126
5 9 Simulations and Applications 129
5 10 Comments and Conclusions 143
6
FREQUENCY-DOMAIN ADAPTIVE FILTERING, 145
Earl R Ferrara, Jr
6 1 Introduction 145
6 2 Frequency-Domain Adaptive Filter Based on Circular Convolution 146
6 3 Algorithms for General Adaptive Filtering 152
631 Fast LMS Adaptive Filter 152
632 Unconstrained Frequency-Domain LMS Adaptive Filter 157
6 4 Channel Equalization 160
641 Isolated Pulse Equalization 160
642 Random Data Sequence Equalization 164
6 5 Transmultiplexer Adaptive Filter 164
6 6 Convergence Rate Improvement 172
6 7 Summary 176
6 8 Appendix: Linear versus Circular Convolution 177
7
SURVEY OF ANALOG AND
DIGITAL ADAPTIVE FILTER REALIZATIONS, 180
Colin F N Cowan and Peter M Grant
7 1 Introduction 180
7 2 Digital Implementations 181
721 Classical Digital Design 181
722 Digital Adaptive Filters Using Simplified Algorithms 187
723 Digital Adaptive Filters Using Memory Access Techniques 190
724 Distributed Arithmetic Adaptive Filters 190
725 Residue Number Systems 195
7 3 Analog Sampled-Data Adaptive Filters 199
731 Charge-Coupled-Device Implementations 199
732 Monolithic CCD Adaptive Filter 206
7 4 High-Bandwidth Adaptive Filters Using Surface Acoustic
Wave Devices 210
7 5 Future Designs Using VLSI Technology 214
Contents xi
8
ADAPTIVE FILTERS IN TELECOMMUNICATIONS, 21 •
Peter F Adams
8 1 Introduction 216
8 2 Data Transmission 217
821 Linear Distortions in Telephony Networks 218
822 Speech-Band Equalizers 224
823 Echo Cancellation for Speech-Band Data Transmission 232
8 3 Digital Transmission over Local Networks 241
831 Echo Cancellation for WAL2 Transmission 244
832 Baseband Transmission 248
8 4 Echo Cancellation for Telephony 252
841 Network Echo Cancelers 252
842 Terminal Echo Cancelers 254
8 5 Other Telecommunications-Related Applications 255
9
OTHER ADAPTIVE FILTER APPLICATIONS, 257
Peter M Grant
9 1 Introduction 257
9 2 Adaptive Estimation 258
921 Inverse System Modeling 258
922 Direct System Modeling 264
9 3 Spectral Estimation 266
931 Introduction 266
932 Spectral Line Enhancement 270
933 Speech Processing 272
9 4 Adaptive Array Processing 276
941 Bearing Estimation 277
9 5 Summary 282
REFERENCES, 283
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| id | DE-604.BV002044666 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T15:39:25Z |
| institution | BVB |
| isbn | 0130040371 |
| language | Undetermined |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-001337260 |
| oclc_num | 246813605 |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM DE-29T DE-522 |
| owner_facet | DE-91 DE-BY-TUM DE-29T DE-522 |
| physical | XX, 308 S. Ill., graph. Darst. |
| publishDate | 1985 |
| publishDateSearch | 1985 |
| publishDateSort | 1985 |
| publisher | Prentice-Hall |
| record_format | marc |
| series2 | Prentice-Hall signal processing series. |
| spelling | Adaptive filters Hrsg. von Colin F. Cowan. Mitarb.: Peter M. Adams* Englewood Cliffs, NJ Prentice-Hall 1985 XX, 308 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Prentice-Hall signal processing series. Literaturverz. S. 283 - 302 Adaptives Filter (DE-588)4141377-5 gnd rswk-swf Adaptives Filter (DE-588)4141377-5 s DE-604 Cowan, Colin F. Sonstige oth Adams, Peter M. Sonstige oth HEBIS Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=001337260&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Adaptive filters Adaptives Filter (DE-588)4141377-5 gnd |
| subject_GND | (DE-588)4141377-5 |
| title | Adaptive filters |
| title_auth | Adaptive filters |
| title_exact_search | Adaptive filters |
| title_full | Adaptive filters Hrsg. von Colin F. Cowan. Mitarb.: Peter M. Adams* |
| title_fullStr | Adaptive filters Hrsg. von Colin F. Cowan. Mitarb.: Peter M. Adams* |
| title_full_unstemmed | Adaptive filters Hrsg. von Colin F. Cowan. Mitarb.: Peter M. Adams* |
| title_short | Adaptive filters |
| title_sort | adaptive filters |
| topic | Adaptives Filter (DE-588)4141377-5 gnd |
| topic_facet | Adaptives Filter |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=001337260&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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