The Scientist and Engineer’s Guide to Digital Signal Processing

Table of Contents

FOUNDATIONS

Chapter 1. The Breadth and Depth of DSP

Chapter 2. Statistics, Probability and Noise

Chapter 3. ADC and DAC

Chapter 4. DSP Software

FUNDAMENTALS

Chapter 5. Linear Systems

Chapter 6. Convolution

Chapter 7. Properties of Convolution

Chapter 8. The Discrete Fourier Transform

Chapter 9. Applications of the DFT

Chapter 10. Fourier Transform Properties

Chapter 11. Fourier Transform Pairs

Chapter 12. The Fast Fourier Transform

Chapter 13. Continuous Signal Processing

DIGITAL FILTERS

Chapter 14. Introduction to Digital Filters

Chapter 15. Moving Average Filters

Chapter 16. Windowed-Sinc Filters

Chapter 17. Custom Filters

Chapter 18. FFT Convolution

Chapter 19. Recursive Filters

Chapter 20. Chebyshev Filters

Chapter 21. Filter Comparison

APPLICATIONS

Chapter 22. Audio Processing

Chapter 23. Image Formation and Display

Chapter 24. Linear Image Processing

Chapter 25. Special Imaging Techniques

Chapter 26. Neural Networks (and more!)

Chapter 27. Data Compression

Chapter 28. Digital Signal Processors

Chapter 29. Getting Started with DSPs

COMPLEX TECHNIQUES

Chapter 30. Complex Numbers

Chapter 31. The Complex Fourier Transform

Chapter 32. The Laplace Transform

Chapter 33. The z-Transform