Digital signal processing: a practical guide for engineers and scientists
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam [u.a.]
Elsevier Newnes
2003
|
| Schriftenreihe: | Demystifiying technology series
|
| Schlagworte: | |
| Online-Zugang: | Table of contents Publisher description Inhaltsverzeichnis |
| Beschreibung: | CD-ROM contains: Source code listings, problem sets, eBook version with full text search |
| Beschreibung: | XIV, 650 S. Ill., graph. Darst. 1 CD-ROM (12 cm) |
| ISBN: | 075067444X 9780750674447 |
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| adam_text | IMAGE 1
DIGITAL SIGNAL PROCESSING
A PRACTICAL GUIDE FOR ENGINEERS AND SCIENTISTS
BY STEVEN W. SMITH
QAEF) NEWNES F-S^J^S / * ^ P OF ELSEVIER
AMSTERDAM BOSTON HEIDELBERG LONDON NEW YORK OXFORD PARIS SAN DIEGO SAN
FRANCISCO SINGAPORE SYDNEY TOKYO
IMAGE 2
TABLE OF CONTENTS
FOUNDATIONS CHAPTER 1. THE BREADTH AND DEPTH OF DSP 1
THEROOTSOFDSP 1 TELECOMMUNICATIONS 4 AUDIO PROCESSING 5 ECHO LOCATION 7
IMAGING PROCESSING 9
CHAPTER 2. STATISTICS, PROBABUEITY AND NOISE 11
SIGNAL AND GRAPH TERMINOLOGY 11 MEAN AND STANDARD DEVIATION 13 SIGNAL
VS. UNDERLYING PROCESS 17 THE HISTOGRAM, PMF AND PDF 19 THE NORMAL
DISTRIBUTION 26
DIGITAL NOISE GENERATION 29 PRECISION AND ACCURACY 32
CHAPTER 3. ADC AND DAC 35
QUANTIZATION 35 THE SAMPLING THEOREM 39 DIGITAL-TO-ANALOG CONVERSION 44
ANALOG FILTERS FOR DATA CONVERSION 48
SELECTING THE ANTIALIAS FILTER 55 MULTIRATE DATA CONVERSION 58
SINGLE-BIT DATA CONVERSION 60
CHAPTER 4. DSP SOFTWARE 67
COMPUTER NUMBERS 67 FIXED POINT (INTEGERS) 68 FLOATING POINT (REAL
NUMBERS) 70 NUMBER PRECISION 72 EXECUTION SPEED: PROGRAM LANGUAGE 76
EXECUTION SPEED: HARDWARE 80 EXECUTION SPEED: PROGRAMMING TIPS 84
VI
IMAGE 3
FUNDAMENTALS
CHAPTER 5. LINEAR SYSTEMS 87
SIGNALS AND SYSTEMS 87 REQUIREMENTS FOR LINEARITY 89 STATIC LINEARITY
AND SINUSOIDAL FIDELITY 92
EXAMPLES OF LINEAR AND NONLINEAR SYSTEMS 94 SPECIAL PROPERTIES OF
LINEARITY 96 SUPERPOSITION: THE FOUNDATION OF DSP 98
COMMON DECOMPOSITIONS 100 ALTERNATIVES TO LINEARITY 104
CHAPTER 6. CONVOLUTION 107
THE DELTA FUNCTION AND IMPULSE RESPONSE 107 CONVOLUTION 108 THE INPUT
SIDE ALGORITHM 112
THE OUTPUT SIDE ALGORITHM 116 THE SUM OF WEIGHTED INPUTS 122
CHAPTER 7. PROPERTIES OF CONVOLUTION 123
COMMON IMPULSE RESPONSES 123 MATHEMATICAL PROPERTIES 132 CORRELATION 136
SPEED 140
CHAPTER 8. THE DISCRETE FOURIER TRANSFORM 141
THE FAMILY OF FOURIER TRANSFORMS 141 NOTATION AND FORMAT OF THE REAL DFT
146 THE FREQUENCY DOMAIN S INDEPENDENT VARIABLE 148 DFT BASIS FUNCTIONS
150
SYNTHESIS, CALCULATING THE INVERSE DFT 152 ANALYSIS, CALCULATING THE DFT
156 DUALITY 161 POLAR NOTATION 161
POLAR NUISANCES 164
CHAPTER 9. APPLICATIONS OF THE DFT 169
SPECTRAL ANALYSIS OF SIGNALS 169 FREQUENCY RESPONSE OF SYSTEMS 177
CONVOLUTION VIA THE FREQUENCY DOMAIN 180
CHAPTER 10. FOURIER TRANSFORM PROPERTIES 185
LINEARITY OF THE FOURIER TRANSFORM 185 CHARACTERISTICS OF THE PHASE 188
PERIODIC NATURE OF THE DFT 194 COMPRESSION AND EXPANSION, MULTIRATE
METHODS 200
VN
IMAGE 4
MULTIPLYING SIGNALS (AMPLITUDE MODULATION) 204
THE DISCRETE TIME FOURIER TRANSFORM 206 PARSEVAL S RELATION 208
CHAPTER 11. FOURIER TRANSFORM PAIRS 209
DELTA FUNCTION PAIRS 209 THE SINE FUNCTION 212 OTHER TRANSFORM PAIRS 215
GIBBS EFFECT 218 HARMONICS 220
CHIRP SIGNALS 222
CHAPTER 12. THE FAST FOURIER TRANSFORM 225
REAL DFT USING THE COMPLEX DFT 225 HOW THE FFT WORKS 228 FFT PROGRAMS
233 SPEED AND PRECISION COMPARISONS 237
FURTHER SPEED INCREASES 238
CHAPTER 13. CONTINUOUS SIGNAL PROCESSING 243
THE DELTA FUNCTION 243 CONVOLUTION 246 THE FOURIER TRANSFORM 252 THE
FOURIER SERIES 255
DIGITAL FILTERS
CHAPTER 14. INTRODUCTION TO DIGITAL FILTERS 261
FILTER BASICS 261 HOW INFORMATION IS REPRESENTED IN SIGNALS 265 TIME
DOMAIN PARAMETERS 266 FREQUENCY DOMAIN PARAMETERS 268
HIGH-PASS, BAND-PASS AND BAND-REJECT FILTERS 271 FILTER CLASSIFICATION
274
CHAPTER 15. MOVING AVERAGE FILTERS 277
IMPLEMENTATION BY CONVOLUTION 277 NOISE REDUCTION VS. STEP RESPONSE 278
FREQUENCY RESPONSE 280 RELATIVES OF THE MOVING AVERAGE FILTER 280
RECURSIVE IMPLEMENTATION 282
CHAPTER 16. WINDOWED-SINC FILTERS 285
STRATEGYOFTHEWINDOWED-SINC 285 DESIGNING THE FILTER 288 EXAMPLES OF
WINDOWED-SINC FILTERS 292 PUSHING IT TO THE LIMIT 293
VLLL
IMAGE 5
CHAPTER 17. CUSTOM FILTERS 297
ARBITRARY FREQUENCY RESPONSE 297 DECONVOLUTION 300 OPTIMAL FILTERS 307
CHAPTER 18. FFT CONVOLUTION 311
THE OVERLAP-ADD METHOD 311 FFT CONVOLUTION 312 SPEED IMPROVEMENTS 316
CHAPTER 19. RECURSIVE FILTERS 319
THE RECURSIVE METHOD 319 SINGLE POLE RECURSIVE FILTERS 322 NARROW-BAND
FILTERS 326 PHASE RESPONSE 328
USING INTEGERS 332
CHAPTER 20. CHEBYSHEV FILTERS 333
THE CHEBYSHEV AND BUTTERWORTH RESPONSES 333 DESIGNING THE FILTER 334
STEP RESPONSE OVERSHOOT 338 STABILITY 339
CHAPTER 21. FILTER COMPARISON 343
MATCH #1: ANALOG VS. DIGITAL FILTERS 343 MATCH #2: WINDOWED-SINC VS.
CHEBYSHEV 346 MATCH #3: MOVING AVERAGE VS. SINGLE POLE 348
APPLICATIONS
CHAPTER 22. AUDIO PROCESSING 351
HUMAN HEARING 351 TIMBRE 355 SOUND QUALITY VS. DATA RATE 358 HIGH
FIDELITY AUDIO 359 COMPANDING 362
SPEECH SYNTHESIS AND RECOGNITION 364 NONLINEAR AUDIO PROCESSING 368
CHAPTER 23. IMAGE FORMATION AND DISPLAY 373
DIGITAL IMAGE STRUCTURE 373 CAMERAS AND EYES 376 TELEVISION VIDEO
SIGNALS 384 OTHER IMAGE ACQUISITION AND DISPLAY 386 BRIGHTNESS AND
CONTRAST ADJUSTMENTS 387 GRAYSCALE TRANSFORMS 390
WARPING 394
IX
IMAGE 6
CHAPTER 24. LINEAR IMAGE PROCESSING 397
CONVOLUTION 397 3X3 EDGE MODIFICATION 402 CONVOLUTION BY SEPARABILITY
404 EXAMPLE OF A LARGE PSF: ILLUMINATION FLATTENING 407
FOURIER IMAGE ANALYSIS 410 FFT CONVOLUTION 416 A CLOSER LOOK AT IMAGE
CONVOLUTION 418
CHAPTER 25. SPECIAL IMAGING TECHNIQUES 423
SPATIAL RESOLUTION 423 SAMPLE SPACING AND SAMPLING APERTURE 430
SIGNAL-TO-NOISE RATIO 432 MORPHOLOGICAL IMAGE PROCESSING 436
COMPUTED TOMOGRAPHY 442
CHAPTER 26. NEURAL NETWORKS (AND MORE!) 451
TARGET DETECTION 451 NEURAL NETWORK ARCHITECTURE 458 WHY DOES IT WORK?
463 TRAINING THE NEURAL NETWORK 465
EVALUATING THE RESULTS 473 RECURSIVE FILTER DESIGN 476
CHAPTER 27. DATA COMPRESSION 481
DATA COMPRESSION STRATEGIES 481 RUN-LENGTH ENCODING 483 HUFFMAN ENCODING
484 DELTA ENCODING 486
LZW COMPRESSION 488 JPEG (TRANSFORM COMPRESSION) 494 MPEG 501
CHAPTER 28. DIGITAL SIGNAL PROCESSORS 503
HOW DSPS ARE DIFFERENT 503 CIRCULAR BUFFERING 506 ARCHITECTURE OF THE
DIGITAL SIGNAL PROCESSOR 509 FIXED VERSUS FLOATING POINT 514 C VERSUS
ASSEMBLY 520 HOW FAST ARE DSPS? 526
THE DIGITAL SIGNAL PROCESSOR MARKET 531
CHAPTER 29. GETTING STARTED WITH DSPS 535
THEADSP-2106XFAMILY 535 THE SHARC EZ-KIT LITE 537 DESIGN EXAMPLE: AN FIR
AUDIO FILTER 538 ANALOG MEASUREMENTS ON A DSP SYSTEM 542
X
IMAGE 7
ANOTHER LOOK AT FIXED VERSUS FLOATING POINT 544
ADVANCED SOFTWARE TOOLS 546
COMPLEX TECHNIQUES
CHAPTER 30. COMPLEX NUMBERS 551
THE COMPLEX NUMBER SYSTEM 551 POLAR NOTATION 555 USING COMPLEX NUMBERS
BY SUBSTITUTION 557 COMPLEX REPRESENTATION OF SINUSOIDS 559 COMPLEX
REPRESENTATION OF SYSTEMS 561 ELECTRICAL CIRCUIT ANALYSIS 563
CHAPTER 31. THE COMPLEX FOURIER TRANSFORM 567
THE REAL DFT 567 MATHEMATICAL EQUIVALENCE 569 THE COMPLEX DFT 570 THE
FAMILY OF FOURIER TRANSFORMS 575 WHY THE COMPLEX FOURIER TRANSFORM IS
USED 577
CHAPTER 32. THE LAPLACE TRANSFORM 581
THE NATURE OF THE S-DOMAIN 581 STRATEGY OF THE LAPLACE TRANSFORM 588
ANALYSIS OF ELECTRIC CIRCUITS 592 THE IMPORTANCEOF POLES AND ZEROS 597
FILTER DESIGN IN THE S-DOMAIN 600
CHAPTER 33. THE Z-TRANSFORM 605
THE NATURE OF THE Z-DOMAIN 605 ANALYSIS OF RECURSIVE SYSTEMS 610 CASCADE
AND PARALLEL STAGES 616 SPECTRAL INVERSION 619
GAIN CHANGES 621 CHEBYSHEV-BUTTERWORTH FILTER DESIGN 623 THE BEST AND
WORST OF DSP 630
GLOSSARY 631
INDEX 643
XI
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| indexdate | 2024-08-01T11:21:33Z |
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| isbn | 075067444X 9780750674447 |
| language | English |
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| spellingShingle | Smith, Steven W. Digital signal processing a practical guide for engineers and scientists Kommunikationstechnik (DE-588)16298169-7 gnd Signal processing / Digital techniques Signal processing Digital techniques Elektroingenieur (DE-588)4151815-9 gnd Signalverarbeitung (DE-588)4054947-1 gnd Digitale Signalverarbeitung (DE-588)4113314-6 gnd |
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| title | Digital signal processing a practical guide for engineers and scientists |
| title_auth | Digital signal processing a practical guide for engineers and scientists |
| title_exact_search | Digital signal processing a practical guide for engineers and scientists |
| title_full | Digital signal processing a practical guide for engineers and scientists by Steven W. Smith |
| title_fullStr | Digital signal processing a practical guide for engineers and scientists by Steven W. Smith |
| title_full_unstemmed | Digital signal processing a practical guide for engineers and scientists by Steven W. Smith |
| title_short | Digital signal processing |
| title_sort | digital signal processing a practical guide for engineers and scientists |
| title_sub | a practical guide for engineers and scientists |
| topic | Kommunikationstechnik (DE-588)16298169-7 gnd Signal processing / Digital techniques Signal processing Digital techniques Elektroingenieur (DE-588)4151815-9 gnd Signalverarbeitung (DE-588)4054947-1 gnd Digitale Signalverarbeitung (DE-588)4113314-6 gnd |
| topic_facet | Kommunikationstechnik Signal processing / Digital techniques Signal processing Digital techniques Elektroingenieur Signalverarbeitung Digitale Signalverarbeitung |
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Inhaltsverzeichnis
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