Digital Signal Processing 101
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Digital Signal Processing 101

Everything You Need to Know to Get Started

2nd Edition - June 26, 2017

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  • Author: Michael Parker
  • eBook ISBN: 9780128114544
  • Paperback ISBN: 9780128114537

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Description

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

Key Features

  • 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

Readership

Electrical engineers, software engineers, hardware engineers, system engineers and students with no DSP experience

Table of Contents

  • 1. Numerical Representation
    2. Complex Numbers and Exponentials
    3. Sampling, Aliasing and Quantization
    4. Frequency Response
    5. Finite Impulse Response (FIR) Filters
    6. Windowing
    7. Decimation and Interpolation
    8. Infinite Impulse Response (IIR) Filters
    9. Matrix Inversion algorithms (QR and Cholesky Decomposition)
    10. Complex Modulation and Demodulation
    11. Discrete and Fast Fourier Transforms (DFT, FFT)
    12. Discrete Cosine Transform (DCT)
    13. Digital Up and Down Conversion
    14. Error Correction Coding
    15. Analog and TDMA Wireless Communications
    16. CDMA Wireless Communications
    17. OFDMA Wireless Communications
    18. Radar Basics
    19. Pulse Doppler Radar
    20. FMCW Radar Signal Processing
    21. Space-Time Adaptive Processing Radar (STAP)
    22. Synthetic Array Radar (SAR)
    23. Field Orientated Motor Control
    24. Introduction to Video Processing
    25. Introduction to Video Compression
    26. Introduction to Machine Learning
    27. Implementation using Digital Signal Processors
    28. Implementation using FPGAs

    Appendix A – Q Format Shift with Fractional Multiplication
    Appendix B – Evaluation of FIR Design Error Minimization
    Appendix C – Laplace transform
    Appendix D – Z transform
    Appendix E – Binary Field Arithmetic

Product details

  • No. of pages: 432
  • Language: English
  • Copyright: © Newnes 2017
  • Published: June 26, 2017
  • Imprint: Newnes
  • eBook ISBN: 9780128114544
  • Paperback ISBN: 9780128114537

About the Author

Michael Parker

Michael Parker is responsible for Intel’s FPGA division digital signal processing (DSP) product planning. This includes Variable Precision FPGA silicon architecture for DSP applications, DSP tool development, floating point tools, IP and video IP. He joined Altera (now Intel) in January 2007, and has over 20 years of previous DSP engineering design experience with companies such as Alvarion, Soma Networks, Avalcom, TCSI, Stanford Telecom and several startup companies. He holds an MSEE from Santa Clara University, and BSEE from Rensselaer Polytechnic Institute.

Affiliations and Expertise

Senior DSP Technical Marketing Manager, Altera Corporation, San Jose, CA, USA

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  • Sampath D. Mon May 14 2018

    Circuit design 101

    Good.