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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

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