An introduction to the analysis and processing of signals:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Basingstoke, Hampshire
Macmillan
1989
|
| Edition: | 3. ed. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XII, 263 S. graph. Darst. |
| ISBN: | 0333488865 0333488873 |
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| adam_text | Titel: An introduction to the analysis and processing of signals
Autor: Lynn, Paul A
Jahr: 1989
Contents
Preface ix
Preface to the Second Edition xi
Preface to the Third Edition xii
PART I SIGNAL ANALYSIS
1 Introduction
1.1 Historical notes 1
1.2 Signal types and signal sources 2
1.3 Applications of signal theory 3
1.4 Current developments 4
2 Periodic Signals
2.1 Time-domain descriptions 7
2.2 Frequency-domain descriptions 10
2.3 Orthogonal functions 12
2.3.1 Vectors and signals 12
2.3.2 Signal description by sets of orthogonal functions 15
2.4 The Fourier series ^ 19
v. 2.4.1 Evaluation of the coefficients 19
2.4.2 Choice of time origin, and waveform power 23
2.4.3 Some general comments 27
Problems 28
3 Aperiodic Signals 30
3.1 Introduction 30
3.2 The exponential form of the Fourier series 30
3.3 The Fourier transform 35
3.3.1 Derivation 35
3.3.2 Examples of continuous spectra 37
3.3.3 Symmetry of the Fourier integral equations 41
3.3.4 Limitations of the Fourier transform 42
vi CONTENTS
3.4 The Laplace transform 44
3.4.1 Relationship with the Fourier transform 44
3.4.2 Use of the Laplace transform 45
3.4.3 The pole-zero description of a signal 48
3.4.4 Some further properties 52
Problems 54
4 Sampled-Data Signals 57
4.1 Introduction 57
4.2 Mathematical description using impulse functions 58
4.3 Spectra of sampled-data signals 59
4.3.1 The discrete Fourier transform 59
4.3.2 The fast Fourier Iransform 62
4.4 The z-transform 64
4.4.1 Introductory 64
4.4.2 z-plane poles and zeros 65
4.5 Discussion 70
Problems 71
5 Random Signals 73
5.1 Introduction 73
5.2 Elements of probability theory 75
5.2.1 The probability of an event 75
5.2.2 loint and conditional probabilities 76
5.2.3 The probability density function 78
5.3 Amplitude distributions and moments 80
5.4 The autocorrelation and power spectral density functions 84
5.4.1 The spectral properties of random signals 84
5.4.2 The autocorrelation function 85
5.4.3 The power spectral density function 88
5.4.4 Application to random signals 90
5.5 Important types of random signal 93
5.5.1 Stationary and ergodic signals 93
5.5.2 Gaussian signals 94
5.5.3 Random binary signals: the binomial and Poisson distributions 96
5.5.4 Pseudo-random signals 99
5.5.5 Point-process signals 104
Problems 108
6 Signal Comparison 112
6.1 Introduction 112
6.2 The cross-correlation function 113
CONTENTS vii
6.3 The cross-spectral density function 117
6.4 Discussion 119
Problems 120
PART II SIGNAL PROCESSING
7 Signals and Systems 123
7.1 Introduction 123
7.2 Basic aspects of linear processing 124
7.2.1 Linear systems 124
7.2.2 The frequency-domain approach 125
7.2.3 The time-domain approach 136
7.2.4 Examples of linear processes 143
7.3 Convolution, correlation, and filtering 145
7.4 The processing of random signals 147
7.5 Nonlinear processing 154
Problems 155
8 Modulation and Sampling 158
8.1 Introduction to modulation 158
8.2 Signal sampling and reconstitution 160
8.2.1 The sampling process 160
8.2.2 Signal reconstitution 164
8.3 Other modulation processes 166
8.3.1 Signal truncation 166
8.3.2 Amplitude modulation 169
8.3.3 Frequency and pulse-code modulation 171
Problems 172
9 Filters 173
9.1 Introduction 173
9.2 General aspects of filter performance 174
9.2.1 Filter categories 174
9.2.2 Response in time and frequency domains 175
9.3 Analogue filters 177
9.3.1 General 177
9.3.2 Some common filter types 178
9.4 Digital filters 185
9.4.1 General 185
9.4.2 Some elementary digital filters 187
196
9.4.2 borne elementary digital niters
9.4.3 Hardware and software implementation
9.4.4 Filters with finite impulse responses (FIRs)
viü CONTENTS
9.4.4.1 Introduction 196
9.4.4.2 The moving-average filter 197
9.4.4.3 FIR designs based upon window functions 199
9.4.4.4 Frequency-sampling filters 201
9.4.4.5 Recursive integer-multiplier designs 204
9.4.5 Filters with infinite impulse responses (IIRs) 206
9.4.5.1 Introduction 206
9.4.5.2 Designs based upon choice of z-plane poles and zeros 207
9.4.5.3 Impulse invariant filters 208
9.4.5.4 The bilinear transformation method 209
9.4.6 Further aspects of filter implementation 212
Problems 213
10 Signal Recovery, Detection and Prediction 217
10.1 Introduction 217
10.2 Signal recovery 218
10.2.1 Signals in wideband noise 218
10.2.2 Signals in narrowband noise 220
10.2.3 Signal averaging 222
10.2.4 Optimum signal estimation 223
10.2.4.1 Introduction 223
10.2.4.2 The Wiener filter 224
10.2.4.3 The Kaiman filter 229
10.3 Signal detection 232
10.3.1 Introduction 232
10.3.2 The matched filter 233
10.3.3 Pulse compression techniques 236
10.3.4 Detection errors 238
10.4 Signal prediction 241
10.4.1 Introduction 241
10.4.2 The Wiener predictor 242
Problems 246
Postscript 248
Appendix: Transform Tables 249
Fourier Transforms 249
Laplace Transforms 251
z-Transforms 252
Bibliography 254
Answers to Selected Problems 257
Index 260
|
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| discipline | Elektrotechnik Elektrotechnik / Elektronik / Nachrichtentechnik |
| edition | 3. ed. |
| format | Book |
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| indexdate | 2024-07-09T15:43:46Z |
| institution | BVB |
| isbn | 0333488865 0333488873 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-001516790 |
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| owner_facet | DE-91 DE-BY-TUM DE-1046 DE-83 |
| physical | XII, 263 S. graph. Darst. |
| publishDate | 1989 |
| publishDateSearch | 1989 |
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| publisher | Macmillan |
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| spelling | Lynn, Paul A. Verfasser aut An introduction to the analysis and processing of signals 3. ed. Basingstoke, Hampshire Macmillan 1989 XII, 263 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Signal processing Signaltheorie (DE-588)4054945-8 gnd rswk-swf Signalanalyse (DE-588)4181260-8 gnd rswk-swf Signalverarbeitung (DE-588)4054947-1 gnd rswk-swf Signaltheorie (DE-588)4054945-8 s DE-604 Signalverarbeitung (DE-588)4054947-1 s Signalanalyse (DE-588)4181260-8 s HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=001516790&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Lynn, Paul A. An introduction to the analysis and processing of signals Signal processing Signaltheorie (DE-588)4054945-8 gnd Signalanalyse (DE-588)4181260-8 gnd Signalverarbeitung (DE-588)4054947-1 gnd |
| subject_GND | (DE-588)4054945-8 (DE-588)4181260-8 (DE-588)4054947-1 |
| title | An introduction to the analysis and processing of signals |
| title_auth | An introduction to the analysis and processing of signals |
| title_exact_search | An introduction to the analysis and processing of signals |
| title_full | An introduction to the analysis and processing of signals |
| title_fullStr | An introduction to the analysis and processing of signals |
| title_full_unstemmed | An introduction to the analysis and processing of signals |
| title_short | An introduction to the analysis and processing of signals |
| title_sort | an introduction to the analysis and processing of signals |
| topic | Signal processing Signaltheorie (DE-588)4054945-8 gnd Signalanalyse (DE-588)4181260-8 gnd Signalverarbeitung (DE-588)4054947-1 gnd |
| topic_facet | Signal processing Signaltheorie Signalanalyse Signalverarbeitung |
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