Digital Signal Processing 101
eBook - ePub

Digital Signal Processing 101

Everything You Need to Know to Get Started

  1. 432 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Digital Signal Processing 101

Everything You Need to Know to Get Started

About this book

Digital Signal Processing 101: Everything You Need to Know to Get Started provides a basic tutorial on digital signal processing (DSP). Beginning with discussions of numerical representation and complex numbers and exponentials, it goes on to explain difficult concepts such as sampling, aliasing, imaginary numbers, and frequency response. It does so using easy-to-understand examples with minimum mathematics. In addition, there is an overview of the DSP functions and implementation used in several DSP-intensive fields or applications, from error correction to CDMA mobile communication to airborne radar systems. This book has been updated to include the latest developments in Digital Signal Processing, and has eight new chapters on: - Automotive Radar Signal Processing - Space-Time Adaptive Processing Radar - Field Orientated Motor Control - Matrix Inversion algorithms - GPUs for computing - Machine Learning - Entropy and Predictive Coding - Video compression - Features eight new chapters on Automotive Radar Signal Processing, Space-Time Adaptive Processing Radar, Field Orientated Motor Control, Matrix Inversion algorithms, GPUs for computing, Machine Learning, Entropy and Predictive Coding, and Video compression - Provides clear examples and a non-mathematical approach to get you up to speed quickly - Includes an overview of the DSP functions and implementation used in typical DSP-intensive applications, including error correction, CDMA mobile communication, and radar systems

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Table of contents

  1. Cover image
  2. Title page
  3. Table of Contents
  4. Copyright
  5. Acknowledgments
  6. Introduction
  7. Chapter 1. Numerical Representation
  8. Chapter 2. Complex Numbers and Exponentials
  9. Chapter 3. Sampling, Aliasing, and Quantization
  10. Chapter 4. Frequency Response
  11. Chapter 5. Finite Impulse Response (FIR) Filters
  12. Chapter 6. Windowing
  13. Chapter 7. Decimation and Interpolation
  14. Chapter 8. Infinite Impulse Response (IIR) Filters
  15. Chapter 9. Complex Modulation and Demodulation
  16. Chapter 10. Discrete and Fast Fourier Transforms (DFT, FFT)
  17. Chapter 11. Digital Upconversion and Downconversion
  18. Chapter 12. Error-Correction Coding
  19. Chapter 13. Matrix Inversion
  20. Chapter 14. Field-Oriented Motor Control
  21. Chapter 15. Analog and Time Division Multiple Access Wireless Communications
  22. Chapter 16. CDMA Wireless Communications
  23. Chapter 17. Orthogonal Frequency Division Multiple Access Wireless Communications
  24. Chapter 18. Radar Basics
  25. Chapter 19. Pulse Doppler Radar
  26. Chapter 20. Automotive Radar
  27. Chapter 21. Space Time Adaptive Processing (STAP) Radar
  28. Chapter 22. Synthetic Array Radar
  29. Chapter 23. Introduction to Video Processing
  30. Chapter 24. DCT, Entropy, Predictive Coding, and Quantization
  31. Chapter 25. Image and Video Compression Fundamentals
  32. Chapter 26. Introduction to Machine Learning
  33. Chapter 27. Implementation Using Digital Signal Processors
  34. Chapter 28. Implementation Using FPGAs
  35. Chapter 29. Implementation With GPUs
  36. Appendix A. Q Format Shift With Fractional Multiplication
  37. Appendix B. Evaluation of Finite Impulse Response Design Error Minimization
  38. Appendix C. Laplace Transform
  39. Appendix D. Z-Transform
  40. Appendix E. Binary Field Arithmetic
  41. Index

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Yes, you can access Digital Signal Processing 101 by Michael Parker in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Signals & Signal Processing. We have over one million books available in our catalogue for you to explore.