The scientist and engineer's guide to digital signal processing:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
San Diego, Calif.
California Technical Publishing
1997
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| Ausgabe: | 1. ed. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XIV, 626 S. graph. Darst. |
| ISBN: | 9780966017632 |
Internformat
MARC
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| 245 | 1 | 0 | |a The scientist and engineer's guide to digital signal processing |c by Steven W. Smith |
| 246 | 1 | 3 | |a Digital signal processing |
| 250 | |a 1. ed. | ||
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Datensatz im Suchindex
| _version_ | 1804127384760221696 |
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| adam_text | THE SCIENTIST AND ENGINEER S GUIDE TO DIGITAL SIGNAL PROCESSING BY
STEVEN W. SMITH CALIFORNIA TECHNICAL PUBLISHING SAN DIEGO, CALIFORNIA
TABLE OF CONTENTS FOUNDATIONS CHAPTER 1. THE BREADTH AND DEPTH OF DSP 1
THE ROOTS OF DSP 1 TELECOMMUNICATIONS 4 AUDIO PROCESSING 5 ECHO LOCATION
7 IMAGING PROCESSING 9 CHAPTER 2. STATISTICS, PROBABILITY 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 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
THE FAMILY OF FOURIER TRANSFORMS 141 NOTATION AND FORMAT OF THE REAL DFT
146 THE FREQUENCY DOMAIN S INDEPENDENT VARIABLE DFT BASIS FUNCTIONS 150
SYNTHESIS, CALCULATING THE INVERSE DFT 152 ANALYSIS, CALCULATING THE DFT
156 DUALITY 160 POLAR NOTATION 160 POLAR NUISANCES 163 CHAPTER 9.
APPLICATIONS OF THE DFT 169 SPECTRAL ANALYSIS OF SIGNALS 169 FREQUENCY
RESPONSE OF SYSTEMS 176 CONVOLUTION VIA THE FREQUENCY DOMAIN 179 CHAPTER
10. FOURIER TRANSFORM PROPERTIES 185 LINEARITY OF THE FOURIER TRANSFORM
185 CHARACTERISTICS OF THE PHASE 188 . 141 148 VII PERIODIC NATURE OF
THE DFT 194 COMPRESSION AND EXPANSION, MULTIRATE METHODS 200 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 VIII CHAPTER 16.
WINDOWED-SINC FILTERS 285 STRATEGY OF THE WINDOWED-SINC 285 DESIGNING
THE FILTER 288 EXAMPLES OF WINDOWED-SINC FILTERS 292 PUSHING IT TO THE
LIMIT 293 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 IX 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 CHAPTER 24. LINEAR IMAGE PROCESSING CONVOLUTION 397 3X3 EDGE
MODIFICATION 402 CONVOLUTION BY SEPARABILITY 404 EXAMPLE OF A LARGE PSF:
ILLUMINATION FLATTENING 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. NEURA L 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
501 397 407 X COMPLEX TECHNIQUES CHAPTER 28. COMPLEX NUMBERS 503 THE
COMPLEX NUMBER SYSTEM 503 POLAR NOTATION 507 USING COMPLEX NUMBERS BY
SUBSTITUTION 509 COMPLEX REPRESENTATION OF SINUSOIDS 511 COMPLEX
REPRESENTATION OF SYSTEMS 513 ELECTRICAL CIRCUIT ANALYSIS 515 CHAPTER
29. THE COMPLEX FOURIER TRANSFORM 519 THE REAL DFT 517 MATHEMATICAL
EQUIVALENCE 521 THE COMPLEX DFT 523 THE FAMILY OF FOURIER TRANSFORMS 528
WHY THE COMPLEX FOURIER TRANSFORM IS USED 532 CHAPTER 30. THE LAPLACE
TRANSFORM 533 THE NATURE OF THE S-DOMAIN 533 STRATEGY OF THE LAPLACE
TRANSFORM 540 ANALYSIS OF ELECTRIC CIRCUITS 544 THE IMPORTANCE OF POLES
AND ZEROS 549 FILTER DESIGN IN THE S-DOMAIN 552 CHAPTER 31. THE
Z-TRANSFORM 557 THE NATURE OF THE Z-DOMAIN 557 ANALYSIS OF RECURSIVE
SYSTEMS 562 CASCADE AND PARALLEL STAGES 568 SPECTRAL INVERSION 571 GAIN
CHANGES 573 CHEBYSHEV-BUTTERWORTH FILTER DESIGN 575 THE BEST AND WORST
OF DSP 582 STUDY GUIDE 583 GLOSSARY 607 INDEX 619 VISIT OUR WEBSITE AT
WWW.DSPGUIDE.COM FOR FREE SOFTWARE, HOMEWORK PROBLEMS, SUGGESTED
READING, BIOGRAPHY OF THE AUTHOR, AND OTHER UP-TO-DATE DSP INFORMATION.
XI I
|
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| author | Smith, Steven W. |
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| discipline | Elektrotechnik Elektrotechnik / Elektronik / Nachrichtentechnik |
| edition | 1. ed. |
| format | Book |
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| indexdate | 2024-07-09T18:32:30Z |
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| isbn | 9780966017632 |
| language | English |
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| spelling | Smith, Steven W. Verfasser aut The scientist and engineer's guide to digital signal processing by Steven W. Smith Digital signal processing 1. ed. San Diego, Calif. California Technical Publishing 1997 XIV, 626 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Signal processing Digital techniques Digitale Signalverarbeitung (DE-588)4113314-6 gnd rswk-swf Digitale Signalverarbeitung (DE-588)4113314-6 s DE-604 GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008647718&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Smith, Steven W. The scientist and engineer's guide to digital signal processing Signal processing Digital techniques Digitale Signalverarbeitung (DE-588)4113314-6 gnd |
| subject_GND | (DE-588)4113314-6 |
| title | The scientist and engineer's guide to digital signal processing |
| title_alt | Digital signal processing |
| title_auth | The scientist and engineer's guide to digital signal processing |
| title_exact_search | The scientist and engineer's guide to digital signal processing |
| title_full | The scientist and engineer's guide to digital signal processing by Steven W. Smith |
| title_fullStr | The scientist and engineer's guide to digital signal processing by Steven W. Smith |
| title_full_unstemmed | The scientist and engineer's guide to digital signal processing by Steven W. Smith |
| title_short | The scientist and engineer's guide to digital signal processing |
| title_sort | the scientist and engineer s guide to digital signal processing |
| topic | Signal processing Digital techniques Digitale Signalverarbeitung (DE-588)4113314-6 gnd |
| topic_facet | Signal processing Digital techniques Digitale Signalverarbeitung |
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