Digital signal analysis:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Englewood Cliffs, NJ
Prentice Hall
1990
|
| Ausgabe: | 2. ed. |
| Schriftenreihe: | Prentice Hall signal processing series
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | 440 S. graph. Darst. Diskette (9 cm) |
| ISBN: | 013213117X |
Internformat
MARC
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Datensatz im Suchindex
| _version_ | 1804118512747151360 |
|---|---|
| adam_text | Second Edition
Digital Signal
Analysis
/
f
A
SAMUEL D STEARNS
Sandia National Laboratories
DON R HUSH
The University of New Mexico
Nachrichtentechnische Bibliothek
THD
Inv -Nr :
41
Prentice-Hall International, Inc
Contents
FOREWORD xiii
PREFACE TO THE SECOND EDITION xv
PREFACE TO THE FIRST EDITION xvii
1 INTRODUCTION 1
1 1 Modem Signal Analysis 1
1 2 Some Useful Formulas 5
1 3 The Chapters Ahead 9
References 9
2 REVIEW OF LEAST SQUARES, ORTHOGONALITY,
AND THE FOURIER SERIES 11
2 1 Introduction 11
2 2 The Principle of Least Squares 11
2 3 Orthogonal Functions 16
2 4 The Fourier Series 18
Exercises 22
Some Answers 25
References 27
3 REVIEW OF CONTINUOUS TRANSFORMS, TRANSFER FUNCTIONS, AND
CONVOLUTION 28
3 1 Fourier and Laplace Transforms 28
3 2 Transfer Functions 34
3 3 Convolution 37
3 4 Pole-Zero Plots 39
Exercises 41
Some Answers 42
References 43
4 SAMPLING AND MEASUREMENT OF SIGNALS 44
4 1 Introduction 44
4 2 The Sampling Theorem 45
4 3 Sampled-Data Systems 49
4 4 Analog-to-Digital Conversion 52
4 5 Digital-to-Analog Conversion 55
Exercises 57
Some Answers 57
References 57
5 THE DISCRETE FOURIER TRANSFORM 59
5 1 Introduction 59
5 2 The DFT and the Fourier Transform 59
5 3 Relation to the Fourier Transform; Aliasing 64
5 4 The DFT and the Fourier Series 68
5 5 Fourier Series Reconstruction 72
5 6 Whittaker’s Reconstruction 75
5 7 Reconstruction Using Digital Interpolation 80
5 8 Finite Sample Duration 85
5 9 The DFT in Convolution and Correlation 90
5 10 Examples of Discrete Spectra 94
Exercises 97
Some Answers 100
References 101
6 THE FAST FOURIER TRANSFORM 102
6 1 Introduction 102
6 2 Redundancy in the DFT 102
6 3 Sample Set Decompositions 105
6 4 Signal-Flow Diagrams 106
6 5 The FFT Using Time Decomposition 107
viii
Contents
6 6 The FFT Using Frequency Decomposition 109
6 7 Matrix Factoring 112
6 8 The FFT in Practice 114
6 9 Using the FFT for Discrete Convolution 115
6 10 FFT Routines 119
Exercises 121
Some Answers 122
References 123
THE z-TRANSFORM 124
7 1 Introduction 124
7 2 Definition of the z-Transform 124
7 3 Properties of the z-Transform 128
7 4 Table of z-Transforms 129
7 5 The Inverse z-Transform 132
7 6 The Chirp z-Transform Exercises 143 Some Answers 144 References 145 138
8 NONRECURSIVE DIGITAL SYSTEMS 146
8 1 Digital Filtering 146
8 2 The Nonrecursive Algorithm 147
8 3 Transfer Function 148
8 4 Lowpass Filter with Zero Phase Shift 151
8 5 Discrete-Time Window Functions and Their Properties 155
8 6 Impulse Response 162
8 7 Frequency Response and Block Diagrams 164
8 8 Synthesis of Nonrecursive Filters 167
89A Nonrecursive Differentiator 169
8 10 Nonrecursive Hilbert Transformer 172
Exercises 174
Some Answers 177
References 177
9 RECURSIVE DIGITAL SYSTEMS 179
9 1 Introduction 179
9 2 The Recursive Algorithm 180
9 3 Transfer Function 181
9 4 Solution of Difference Equations: Impulse
and Step Function Response 183
9 5 Block Diagrams 186
Contents
IX
9 6 Lattice Structures 192
9 7 Pole-Zero Plots 206
9 8 Linear and Zero Phase Shift 209
9 9 Filtering Routines 212
Exercises 213
Some Answers 216
References 218
X10 DIGITAL AND CONTINUOUS SYSTEMS 219
10 1 Introduction 219
10 2 Zero-Order or Impulse-Invariant Approximation 220
10 3 Convolution 222
10 4 Final Value Theorems 225
10 5 Pole-Zero Comparisons 226
10 6 Concluding Remarks 229
Exercises 229
Some Answers 230
References 231
11 SIMULATION OF CONTINUOUS SYSTEMS 232
11 1 Introduction 232
11 2 Classification of Simulation Methods 233
11 3 Input-Invariant Simulations 235
11 4 Other Simulations 241
11 5 Comparison of Linear Simulations 244
11 6 Multiple and Nonlinear Systems 248
11 7 Concluding Remarks 256
Exercises 257
Some Answers 258
References 258
X 12 ANALOG AND DIGITAL FILTER DESIGN 260
12 1 Introduction 260
12 2 Butterworth Filters 261
12 3 Chebyshev Filters 266
12 4 Digital Filters via the Bilinear Transformation 273
12 5 Frequency Transformations 280
12 6 Digital Filter Routines 285
12 7 Frequency-Sampling Digital Filters 290
x
Contents
300
12 8 Errors Due to Finite Word Lengths
Exercises 304
Some Answers 305
References 306
113 REVIEW OF RANDOM FUNCTIONS, CORRELATION,
AND POWER SPECTRA 307
13 1 Random Functions 307
13 2 Uniform and Normal Density Functions 310
13 3 Multivariate Density Functions 314
13 4 Stationary and Ergodic Properties 315
13 5 Correlation Functions 317
13 6 Power and Energy Spectra 321
13 7 Correlation Functions and Power Spectra of Sampled Signals 325
13 8 Discrete-Time Random Processes and Linear Filtering 328
13 9 Computing Routines 331
Exercises 333
Some Answers 335
References 335
14 LEAST-SQUARES SYSTEM DESIGN 337
14 1 Introduction 337
14 2 Applications of Least-Squares Design 337
14 3 The Mean-Squared-Error Performance Function 341
14 4 Nonrecursive Least-Squares Design: Stationary Case 342
14 5 A Design Example 346
14 6 Nonrecursive Least-Squares Design: General Case 349
14 7 Least-Squares Design Routines 351
14 8 More Design Examples 353
14 9 Multiple Inputs 359
14 10 Effects of Independent Broadband Noise 361
Exercises 363
Some Answers 369
References 369
15 RANDOM SEQUENCES AND SPECTRAL ESTIMATION 371
15 1 Introduction 371
15 2 White Noise 372
15 3 Colored Random Sequences from Filtered White Noise 375
Contents
XI
15 4 Power Spectral Estimates 577
15 5 Demodulation and Comb-Filter Methods of Spectral Estimation
15 6 Periodogram Methods of Spectral Estimation 380
15 7 Parametric Methods of Spectral Estimation 389
Exercises 397
Some Answers 400
References 401
APPENDIX A LAPLACE AND z-TRANSFORMS 403
APPENDIX B COMPUTING ALGORITHMS IN FORTRAN-77 411
INDEX 433
379
XII
|
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| spelling | Stearns, Samuel D. 1930- Verfasser (DE-588)109536150 aut Digital signal analysis Samuel D. Stearns ; Don R. Hush 2. ed. Englewood Cliffs, NJ Prentice Hall 1990 440 S. graph. Darst. Diskette (9 cm) txt rdacontent n rdamedia nc rdacarrier Prentice Hall signal processing series Literaturangaben Traitement du signal - Techniques numériques Signal processing Digital techniques Digitale Signalverarbeitung (DE-588)4113314-6 gnd rswk-swf Analogsignal (DE-588)4142338-0 gnd rswk-swf Digitalübertragung (DE-588)4149853-7 gnd rswk-swf Digitaltechnik (DE-588)4012303-0 gnd rswk-swf Signaltheorie (DE-588)4054945-8 gnd rswk-swf 1\p (DE-588)4006432-3 Bibliografie gnd-content Signaltheorie (DE-588)4054945-8 s DE-604 Analogsignal (DE-588)4142338-0 s Digitale Signalverarbeitung (DE-588)4113314-6 s 2\p DE-604 Digitaltechnik (DE-588)4012303-0 s 3\p DE-604 Digitalübertragung (DE-588)4149853-7 s 4\p DE-604 Hush, Don R. 1958- Verfasser (DE-588)113515162 aut HEBIS Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=002688944&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 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Stearns, Samuel D. 1930- Hush, Don R. 1958- Digital signal analysis Traitement du signal - Techniques numériques Signal processing Digital techniques Digitale Signalverarbeitung (DE-588)4113314-6 gnd Analogsignal (DE-588)4142338-0 gnd Digitalübertragung (DE-588)4149853-7 gnd Digitaltechnik (DE-588)4012303-0 gnd Signaltheorie (DE-588)4054945-8 gnd |
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| title | Digital signal analysis |
| title_auth | Digital signal analysis |
| title_exact_search | Digital signal analysis |
| title_full | Digital signal analysis Samuel D. Stearns ; Don R. Hush |
| title_fullStr | Digital signal analysis Samuel D. Stearns ; Don R. Hush |
| title_full_unstemmed | Digital signal analysis Samuel D. Stearns ; Don R. Hush |
| title_short | Digital signal analysis |
| title_sort | digital signal analysis |
| topic | Traitement du signal - Techniques numériques Signal processing Digital techniques Digitale Signalverarbeitung (DE-588)4113314-6 gnd Analogsignal (DE-588)4142338-0 gnd Digitalübertragung (DE-588)4149853-7 gnd Digitaltechnik (DE-588)4012303-0 gnd Signaltheorie (DE-588)4054945-8 gnd |
| topic_facet | Traitement du signal - Techniques numériques Signal processing Digital techniques Digitale Signalverarbeitung Analogsignal Digitalübertragung Digitaltechnik Signaltheorie Bibliografie |
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