Digital signal processing with examples in MATLAB:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boca Raton, FL
CRC Press
2003
|
| Series: | Electrical engineering and applied signal processing series
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | 336 S. Ill, graph. Darst. |
| ISBN: | 0849310911 |
Staff View
MARC
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Record in the Search Index
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SAMUEL D. STEARNS C* ( CRC PRESS BOCA RATON LONDON NEW YORK WASHINGTON,
D.C. CONTENTS 1. INTRODUCTION 1 1.1 DIGITAL SIGNAL PROCESSING 1 1.2 HOW
TO READ THIS TEXT 2 1.3 INTRODUCTION TO MATLAB 2 1.4 SIGNALS, VECTORS,
AND ARRAYS 3 1.5 REVIEW OF VECTOR AND MATRIX ALGEBRA USING MATLAB
NOTATION 5 1.6 GEOMETRIE SERIES AND OTHER FORMULAS 12 1.7 MATLAB
FUNCTIONS IN DSP 14 1.8 THE CHAPTERS AHEAD 15 REFERENCES 16 2. LEAST
SQUARES, ORTHOGONALITY, AND THE FOURIER SERIES 19 2.1 INTRODUCTION 19
2.2 LEAST SQUARES 19 2.3 ORTHOGONALITY 24 2.4 THE DISCRETE FOURIER
SERIES 26 2.5 EXERCISES 33 REFERENCES 37 3. CORRELATION, FOURIER
SPECTRA, AND THE SAMPLING THEOREM 39 3.1 INTRODUCTION 39 3.2 CORRELATION
40 3.3 THE DISCRETE FOURIER TRANSFORM (DFT) 42 3.4 REDUNDANCY IN THE DFT
43 3.5 THE FFT ALGORITHM 45 3.6 AMPLITUDE AND PHASE SPECTRA 48 3.7 THE
INVERSE DFT 51 3.8 PROPERTIES OF THE DFT 52 3.9 CONTINUOUS TRANSFORMS 58
3.10 THE SAMPLING THEOREM 60 3.11 WAVEFORM RECONSTRUCTION AND ALIASING
62 3.12 EXERCISES 66 REFERENCES 69 4. LINEAR SYSTEMS AND TRANSFER
FUNCTIONS 71 4.1 CONTINUOUS AND DISCRETE LINEAR SYSTEMS 71 4.2
PROPERTIES OF DISCRETE LINEAR SYSTEMS 71 4.3 DISCRETE CONVOLUTION 74 4.4
THE Z-TRANSFORM AND LINEAR TRANSFER FUNCTIONS 75 4.5 POLES AND ZEROS 77
4.6 TRANSIENT RESPONSE AND STABILITY 81 4.7 SYSTEM RESPONSE VIA THE
INVERSE Z-TRANSFORM 83 4.8 CASCADE, PARALLEL, AND FEEDBACK STRUCTURES 84
4.9 DIRECT ALGORITHMS 87 4.10 STATE-SPACE ALGORITHMS 89 4.11 LATTICE
ALGORITHMS AND STRUCTURES 91 4.12 FFT ALGORITHMS 99 4.13 DISCRETE LINEAR
SYSTEMS AND DIGITAL FILTERS 103 4.14 EXERCISES 105 REFERENCES 108 FIR
FILTER DESIGN 111 5.1 INTRODUCTION 111 5.2 AN IDEAL LOWPASS FILTER 112
5.3 THE REALIZABLE VERSION 113 5.4 IMPROVING AN FIR FILTER WITH WINDOW
FUNCTIONS 116 5.5 HIGHPASS, BANDPASS, AND BANDSTOP FILTERS 121 5.6 A
COMPLETE FIR FILTERING EXAMPLE 125 5.7 OTHER TYPES OF FIR FILTERS 126
5.8 EXERCISES 130 REFERENCES 133 HR FILTER DESIGN 135 6.1 INTRODUCTION
135 6.2 LINEAR PHASE 136 6.3 BUTTERWORTH FILTERS 137 6.4 CHEBYSHEV
FILTERS 141 6.5 FREQUENCY TRANSLATIONS 147 6.6 THE BILINEAR
TRANSFORMATION 149 6.7 HR DIGITAL FILTERS 153 6.8 OTHER TYPES OF HR
FILTERS 157 6.9 EXERCISES 162 REFERENCES 165 RANDOM SIGNALS AND SPECTRAL
ESIIMATION 167 7.1 INTRODUCTION 167 7.2 AMPLITUDE DISTRIBUTIONS 168 7.3
UNIFORM, GAUSSIAN, AND OTHER DISTRIBUTIONS 171 7.4 POWER AND POWER
DENSITY SPECTRA 177 7.5 PROPERTIES OF THE POWER SPECTRUM 181 7.6 POWER
SPECTRAL ESTIMATION 184 7.7 DATA WINDOWS IN SPECTRAL ESTIMATION 188 7.8
THE CROSS-POWER SPECTRUM 190 7.9 ALGORITHMS 193 7.10 EXERCISES 194
REFERENCES 197 LEAST-SQUARES SYSTEM DESIGN 199 8.1 INTRODUCTION 199 8.2
APPLICATIONS OF LEAST-SQUARES DESIGN 200 8.3 SYSTEM DESIGN VIA THE
MEAN-SQUARED ERROR 203 8.4 A DESIGN EXAMPLE 207 8.5 LEAST-SQUARES DESIGN
WITH FINITE SIGNAL VECTORS 210 8.6 CORRELATION AND COVARIANCE
COMPUTATION 212 8.7 CHANNEL EQUALIZATION 215 8.8 SYSTEM IDENTIFICATION
217 8.9 INTERFERENCE CANCELING 220 8.10 LINEAR PREDICTION AND RECOVERY
223 8.11 EFFECTS OF INDEPENDENT BROADBAND NOISE 228 8.12 EXERCISES 230
REFERENCES 238 ADAPTIVE SIGNAL PROCESSING 241 9.1 INTRODUCTION 241 9.2
THE MEAN-SQUARED ERROR PERFORMANCE SURFACE 242 9.3 SEARCHING THE
PERFORMANCE SURFACE 244 9.4 STEEPEST DESCENT AND THE LMS ALGORITHM 249
9.5 LMS EXAMPLES 255 9.6 DIRECT DESCENT AND THE RLS ALGORITHM 258 9.7
MEASURES OF ADAPTIVE SYSTEM PERFORMANCE 263 9.8 OTHER ADAPTIVE
STRUCTURES AND ALGORITHMS 267 9.9 EXERCISES 268 REFERENCES 273 SIGNAL
INFORMATION, CODING, AND COMPRESSION 277 10.1 INTRODUCTION 277 10.2
MEASURING INFORMATION 278 10.3 TWO WAYS TO COMPRESS SIGNALS 280 10.4
ENTROPY CODING 282 10.5 TRANSFORM CODING AND THE DISCRETE COSINE
TRANSFORM 291 10.6 MULTIRATE SIGNAL DECOMPOSITION AND SUBBAND CODING 298
10.7 TIME-FREQUENCY ANALYSIS AND WAVELET TRANSFORMS 308 10.8 EXERCISES
312 REFERENCES 317 |
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| discipline | Elektrotechnik Elektrotechnik / Elektronik / Nachrichtentechnik |
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| illustrated | Illustrated |
| indexdate | 2024-07-31T01:03:33Z |
| institution | BVB |
| isbn | 0849310911 |
| language | English |
| lccn | 2002067480 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009879741 |
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| physical | 336 S. Ill, graph. Darst. |
| publishDate | 2003 |
| publishDateSearch | 2003 |
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| publisher | CRC Press |
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| series2 | Electrical engineering and applied signal processing series |
| spelling | Stearns, Samuel D. 1930- Verfasser (DE-588)109536150 aut Digital signal processing with examples in MATLAB Samuel D. Stearns Boca Raton, FL CRC Press 2003 336 S. Ill, graph. Darst. txt rdacontent n rdamedia nc rdacarrier Electrical engineering and applied signal processing series Includes bibliographical references and index MATLAB Signal processing Digital techniques Computer simulation MATLAB (DE-588)4329066-8 gnd rswk-swf Digitale Signalverarbeitung (DE-588)4113314-6 gnd rswk-swf Digitale Signalverarbeitung (DE-588)4113314-6 s MATLAB (DE-588)4329066-8 s DE-604 GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009879741&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Stearns, Samuel D. 1930- Digital signal processing with examples in MATLAB MATLAB Signal processing Digital techniques Computer simulation MATLAB (DE-588)4329066-8 gnd Digitale Signalverarbeitung (DE-588)4113314-6 gnd |
| subject_GND | (DE-588)4329066-8 (DE-588)4113314-6 |
| title | Digital signal processing with examples in MATLAB |
| title_auth | Digital signal processing with examples in MATLAB |
| title_exact_search | Digital signal processing with examples in MATLAB |
| title_full | Digital signal processing with examples in MATLAB Samuel D. Stearns |
| title_fullStr | Digital signal processing with examples in MATLAB Samuel D. Stearns |
| title_full_unstemmed | Digital signal processing with examples in MATLAB Samuel D. Stearns |
| title_short | Digital signal processing with examples in MATLAB |
| title_sort | digital signal processing with examples in matlab |
| topic | MATLAB Signal processing Digital techniques Computer simulation MATLAB (DE-588)4329066-8 gnd Digitale Signalverarbeitung (DE-588)4113314-6 gnd |
| topic_facet | MATLAB Signal processing Digital techniques Computer simulation Digitale Signalverarbeitung |
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