Advanced topics in signal processing:
Saved in:
| Other Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Englewood Cliffs, New Jersey
Prentice Hall
[1988]
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| Series: | Prentice Hall signal processing series
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Literaturangaben |
| Physical Description: | x, 518 Seiten Illustrationen, Diagramme |
| ISBN: | 0130131296 |
Staff View
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| 245 | 1 | 0 | |a Advanced topics in signal processing |c edited by Jae S. Lim, Alan V. Oppenheim |
| 264 | 1 | |a Englewood Cliffs, New Jersey |b Prentice Hall |c [1988] | |
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Record in the Search Index
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| adam_text | Contents
Preface
1 Parametric Signal Modeling
James H McClellan
Schlumberger Well Services
1 0 Introduction 1
1 1 Direct Modeling 3
1 2 Indirect Modeling 5
1 3 Solution of the Autocorrelation Normal Equations
1 4 Fast Solution of Covariance Equations 23
1 5 Different Models 37
1 6 Different Interpretations 42
1 7 Pole-Zero Modeling 51
1 8 Summary 53
References 54
Appendix 1 1 Notation for Signal Matrices 55
Appendix 1 2 Least-Squares Normal Equations 57
2 Spectral Estimation
Steven Kay
University of Rhode Island
2 0 Introduction 58
2 1 Definitions 59
vi
Contents
2 2 The Problem of Spectral Estimation 60
2 3 Review of Statistics 62
2 4 Nonparametric Spectral Estimation 68
2 5 Parametric Spectral Estimation 87
2 6 Computer Simulation Examples 113
2 7 Further Topics 117
2 8 Summary 117
References 118
Appendix 2 1 Derivation of Periodogram Statistics 120
3 Multirate Processing of Digital Signals 123
Ronald E Crochiere
Lawrence R Rabiner
AT amp;T Bell Laboratories
3 0 Introduction 123
3 1 Sampling and Signal Reconstruction 124
3 2 Sampling Rate Conversion 131
3 3 Practical Structures for Decimators and
Interpolators 143
3 4 Design of FIR Filters for Decimation and
Interpolation 158
3 5 Multistage Implementations of Sampling Rate
Conversion 168
3 6 Signal Processing Operations Based on Decimation
and Interpolation Concepts 175
3 7 Conclusions and Practical Examples of Multirate
Digital Systems 193
References 198
4 Efficient Fourier Transform and Convolution
Algorithms 199
C S Burrus
Rice University
4 0 Introduction 199
4 1 Multidimensional Index Mapping 200
4 2 Polynomial Description of Signals 206
4 3 Rader’s Conversion of the DFT into Convolution 210
4 4 Winograd’s Short DFT Algorithms 213
4 5 The Cooley-Tukey Fast Fourier Transform
Algorithm 223
Contents
vii
4 6 The Prime Factor and Winograd Fourier Transform
Algorithms 232
4 7 Algorithms for Real Data 240
4 8 Convolution Algorithms 241
4 9 Conclusions 242
References 243
5 Fundamentals of Adaptive Signal Processing
Samuel D Steams
Sandia National Laboratories
5 0 Introduction 246
5 1 The Mean-Square-Error Performance Surface 250
5 2 The Quadratic Performance Surface of the Adaptive
Linear Combiner 253
5 3 An Example of a Quadratic Performance Surface 255
5 4 Search Methods and Adaptive Algorithms 258
5 5 Steepest Descent and the LMS Algorithm 264
5 6 An LMS-Newton Algorithm 268
5 7 Performance Characteristics 270
5 8 Adaptive Lattice Structure 274
5 9 An Example of an Adaptive Lattice 281
References 285
6 Short-Time Fourier Transform
S Hamid Nawab
Boston University
Thomas F Quatieri
Lincoln Laboratory
6 0 Introduction 289
6 1 Short-Time Fourier Transform of a Sequence 293
6 2 Short-Time Fourier Analysis 300
6 3 Short-Time Fourier Synthesis 306
6 4 Short-Time Fourier Transform Magnitude (STFTM)
of a Sequence 319
6 5 Signal Estimation from Modified STFT or STFTM 324
6 6 Time-Frequency Distributions 329
6 7 Applications 331
References 336
246
289
Contents
7 Two-Dimensional Signal Processing
Jae S Lim
Massachusetts Institute of Technology
7 0 Introduction 338
7 1 Signals and Systems 340
7 2 Fourier Transform 351
7 3 z-Transform 357
7 4 Difference Equation 365
7 5 Stability 376
7 6 Discrete Fourier Transform and Fast Fourier Transform 383
7 7 Finite Impulse Response Digital Filters 389
7 8 Infinite Impulse Response Digital Filters 401
7 9 Applications 407
7 10 Summary 414 References 415
8 Some Advanced Topics in Filter Design
Hans Wilhelm Schüssler
Peter Steffen
University of EHangen-Nuremberg
8 0 Introduction 416
8 1 Design of a System with Prescribed Impulse
Response 420
8 2 Smooth Interpolation of Samples 428
8 3 Savitzky-Golay Filters 437
8 4 Generalized L2 Design of FIR Filters 453
8 5 Design of Minimum-Phase Frequency-Selective
FIR Filters 464
8 6 Filters Consisting of Allpass Subsystems 474
8 7 Summary 489
References 489
Appendix Fundamentals of Digital Signal Processing
A l Signals and Systems 492
A 2 Frequency-Domain Representation of Signals 495
A 3 Frequency-Domain Representation of LTI
Systems 499
A 4 Systems Characterized by Linear Constant-Coefficient
Difference Equations 500
A 5 Digital Filter Design 505
Index
338
416
492
|
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| isbn | 0130131296 |
| language | English |
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| physical | x, 518 Seiten Illustrationen, Diagramme |
| publishDate | 1988 |
| publishDateSearch | 1988 |
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| publisher | Prentice Hall |
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| series2 | Prentice Hall signal processing series |
| spelling | Advanced topics in signal processing edited by Jae S. Lim, Alan V. Oppenheim Englewood Cliffs, New Jersey Prentice Hall [1988] x, 518 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Prentice Hall signal processing series Literaturangaben Traitement du signal Signal processing Signalverarbeitung (DE-588)4054947-1 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Signalverarbeitung (DE-588)4054947-1 s DE-604 Lim, Jae S. 1950- (DE-588)1254999981 edt Oppenheim, Alan V. 1937- (DE-588)137466587 edt HEBIS Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=001451336&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Advanced topics in signal processing Traitement du signal Signal processing Signalverarbeitung (DE-588)4054947-1 gnd |
| subject_GND | (DE-588)4054947-1 (DE-588)4143413-4 |
| title | Advanced topics in signal processing |
| title_auth | Advanced topics in signal processing |
| title_exact_search | Advanced topics in signal processing |
| title_full | Advanced topics in signal processing edited by Jae S. Lim, Alan V. Oppenheim |
| title_fullStr | Advanced topics in signal processing edited by Jae S. Lim, Alan V. Oppenheim |
| title_full_unstemmed | Advanced topics in signal processing edited by Jae S. Lim, Alan V. Oppenheim |
| title_short | Advanced topics in signal processing |
| title_sort | advanced topics in signal processing |
| topic | Traitement du signal Signal processing Signalverarbeitung (DE-588)4054947-1 gnd |
| topic_facet | Traitement du signal Signal processing Signalverarbeitung Aufsatzsammlung |
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