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Contents at a Glance
FOUNDATIONS
Chapter 1. The Breadth and Depth of DSP ...................1
Chapter 2. Statistics, Probability and Noise ..................11
Chapter 3. ADC and DAC ................................35
Chapter 4. DSP Software .................................67
FUNDAMENTALS
Chapter 5. Linear Systems ................................87
Chapter 6. Convolution ..................................107
Chapter 7. Properties of Convolution .......................123
Chapter 8. The Discrete Fourier Transform ..................141
Chapter 9. Applications of the DFT ........................169
Chapter 10. Fourier Transform Properties ....................185
Chapter 11. Fourier Transform Pairs ........................209
Chapter 12. The Fast Fourier Transform ......................225
Chapter 13. Continuous Signal Processing ....................243
DIGITAL FILTERS
Chapter 14. Introduction to Digital Filters ....................261
Chapter 15. Moving Average Filters .........................277
Chapter 16. Windowed-Sinc Filters .........................285
Chapter 17. Custom Filters ................................297
Chapter 18. FFT Convolution ..............................311
Chapter 19. Recursive Filters ..............................319
Chapter 20. Chebyshev Filters .............................333
Chapter 21. Filter Comparison .............................343
APPLICATIONS
Chapter 22. Audio Processing ..............................351
Chapter 23. Image Formation and Display ....................373
Chapter 24. Linear Image Processing ........................397
Chapter 25. Special Imaging Techniques .....................423
Chapter 26. Neural Networks (and more!) ....................451
Chapter 27. Data Compression .............................481
Chapter 28. Digital Signal Processors .......................503
Chapter 29. Getting Started with DSPs .......................535
COMPLEX TECHNIQUES
Chapter 30. Complex Numbers .............................551
Chapter 31. The Complex Fourier Transform ..................567
Chapter 32. The Laplace Transform .........................581
Chapter 33. The z-Transform ..............................605
Glossary .................................................631
Index ...................................................643
