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FIGURE 1-1 Applications of DSP. Joyce Van de Vegte Fundamentals of Digital Signal Processing Copyright ©2002 by Pearson Education, Inc. Upper Saddle River, New Jersey 07458 All rights reserved. •Touch-Tone™ telephones •Edge detection in images •Digital signal and image filtering •Seismic analysis •Text recognition •Speech recognition •Magnetic resonance image (MRI) scans •Music synthesis •Bar code readers •Sonar processing •Satellite image analysis •Digital mapping •Cellular telephones •Digital cameras •Detection of narcotics and explosives •Speech synthesis •Echo cancellation •Cochlear implants •Antilock brakes •Signal and image compression •Noise reduction •Companding •High definition television (HDTV) •Digital audio •Encryption •Motor control •Remote medical monitoring •Smart appliances •Home security •High speed modems

FIGURE 1-1 Applications of DSP. Joyce Van de Vegte Fundamentals of Digital Signal Processing Copyright ©2002 by Pearson Education, Inc. Upper Saddle River,

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FIGURE 1-1 Applications of DSP.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

•Touch-Tone™ telephones

•Edge detection in images

•Digital signal and image filtering

•Seismic analysis

•Text recognition

•Speech recognition

•Magnetic resonance image (MRI) scans

•Music synthesis

•Bar code readers

•Sonar processing

•Satellite image analysis

•Digital mapping

•Cellular telephones

•Digital cameras

•Detection of narcotics and explosives

•Speech synthesis

•Echo cancellation

•Cochlear implants

•Antilock brakes

•Signal and image compression

•Noise reduction

•Companding

•High definition television (HDTV)

•Digital audio

•Encryption

•Motor control

•Remote medical monitoring

•Smart appliances

•Home security

•High speed modems

FIGURE 1-2 Examples of signals.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

FIGURE 1-2 Examples of signals.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

FIGURE 1-2 Examples of signals.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

FIGURE 1-2 Examples of signals.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

FIGURE 1-2 Examples of signals.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

Courtesy Michael Noonan, Ph.D. Canisus College

FIGURE 1-2 Examples of signals.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.

FIGURE 1-3 Black and white image. ©Snap-shot.com.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

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FIGURE 1-4 Four frames from high-speed video sequence. “ Vision Research, Inc., Wayne, NJ., USA.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

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FIGURE 1-4 Four frames from high-speed video sequence. “ Vision Research, Inc., Wayne, NJ., USA.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

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FIGURE 1-4 Four frames from high-speed video sequence. “ Vision Research, Inc., Wayne, NJ., USA.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

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FIGURE 1-4 Four frames from high-speed video sequence. “ Vision Research, Inc., Wayne, NJ., USA.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

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FIGURE 1-5 Analog voltage signal.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-6 Sample-and-hold signal.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-7 Quantization and digitization.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-8 Digital signal.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-9 Zero order hold signal.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-10 Recovered analog signal after smoothing.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-11 A/D and D/A conversion.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-12 Digital speech signal.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-13 Signals and spectra.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-13 Signals and spectra.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

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FIGURE 1-14 A single piano note (middle C) and its time trace.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-15 Spectrum of middle C (200-500 Hz).

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

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FIGURE 1-16 A piano chord (CEG) and its time trace.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

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FIGURE 1-17 Spectrum of CEG chord (200-500 Hz).

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

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FIGURE 1-18 Examples of spectra.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-18 Continued.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-18 Continued.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-18 Continued.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-18 Continued.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-18 Continued.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-19 Bass, tenor, alto, and soprano singing ranges.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-20 Low pass filter to extract bass voices.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-21 High pass filter to extract soprano voices.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-22 Band pass filter to extract alto voices.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-23 Spectrum for CEG chord (250-2500 Hz).

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-24 Low pass filtering a piano chord

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-24 Continued.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-24 Continued.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

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FIGURE 1-25 Wireless communication system.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

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FIGURE 1-26 Sample and hold for Question 1.4.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-27 Applying zero order hold to signal for Question 1.8.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-28 Spectra for Question 1.9.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-28 Spectra for Question 1.9.

Joyce Van de VegteFundamentals of Digital Signal Processing

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FIGURE 1-29 Magnitude spectra for Question 1.10.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

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FIGURE 1-30 Three Touch-Tone™ digits.

Joyce Van de VegteFundamentals of Digital Signal Processing

Copyright ©2002 by Pearson Education, Inc.Upper Saddle River, New Jersey 07458

All rights reserved.