The Scientist and Engineer's Guide to Digital Signal Processing
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1: The Breadth and Depth of DSP 2: Statistics, Probability and Noise 3: ADC and DAC 4: DSP Software 5: Linear Systems 6: Convolution 7: Properties of Convolution 8: The Discrete Fourier Transform 9: Applications of the DFT 10: Fourier Transform Properties 11: Fourier Transform Pairs 12: The Fast Fourier Transform 13: Continuous Signal Processing 14: Introduction to Digital Filters 15: Moving Average Filters 16: Windowed-Sinc Filters 17: Custom Filters 18: FFT Convolution 19: Recursive Filters 20: Chebyshev Filters 21: Filter Comparison 22: Audio Processing 23: Image Formation & Display 24: Linear Image Processing 25: Special Imaging Techniques 26: Neural Networks (and more!) 27: Data Compression Data Compression Strategies Run-Length Encoding Huffman Encoding Delta Encoding LZW Compression JPEG (Transform Compression) MPEG 28: Digital Signal Processors 29: Getting Started with DSPs 30: Complex Numbers 31: The Complex Fourier Transform 32: The Laplace Transform 33: The z-Transform Chapter 27 Data Compression / JPEG (Transform Compression)