The scientist and engineer's guide to digital signal processing /
Guide to digital signal processing Digital signal processing
by Steven W. Smith.
- xiv, 626 pages : illustrations ; 26 cm
Includes index.
Foundations : -- The Breadth and Depth of DSP -- Statistics, Probability and Noise -- ADC and DAC -- DSP Software -- Fundamentals : -- Linear Systems -- Convolution -- Properties of Convolution -- The Discrete Fourier Transform -- Applications of the DFT -- Fourier Transform Properties -- Fourier Transform Pairs -- The Fast Fourier Transform -- Continuous Signal Processing -- Digital Filters : -- Introduction to Digital Filters -- Moving Average Filters -- Windowed-Sinc Filters -- Custom Filters -- FFT Convolution -- Recursive Filters -- Chebyshev Filters -- Filter Comparison -- Applications : -- Audio Processing -- Image Formation and Display -- Linear Image Processing -- Special Imaging Techniques -- Neural Networks (and more!) -- Data Compression -- Complex Techniques : -- Complex Numbers -- The Complex Fourier Transform -- The Laplace Transform -- The z-Transform. Part I. 1. 2. 3. 4. Part II. 5. 6. 7. 8. 9. 10. 11. 12. 13. Part III. 14. 15. 16. 17. 18. 19. 20. 21. Part IV. 22. 23. 24. 25. 26. 27. Part V. 28. 29. 30. 31.