Modern Signal Processing

  • 8h 41m
  • Xian-Da Zhang
  • De Gruyter Inc
  • 2023

The book systematically introduces theories of frequently-used modern signal processing methods and technologies, and focuses discussions on stochastic signal, parameter estimation, modern spectral estimation, adaptive filter, high-order signal analysis and non-linear transformation in time-domain signal analysis. With abundant exercises, the book is an essential reference for graduate students in electrical engineering and information science.

  • Presents mathematical deduction for modern signal processing methods.
  • Focuses on modern spectral estimation, adaptive filter and high-order signal analysis.
  • Exercises accompanied by detailed solutions.

About the Author

Prof. Xianda Zhang

was a professor at Department of Automation of Tsinghua University. He was one of the first Changjiang Scholars of the Ministry of Education, P.R.C. He has published 120 SCI papers and more than ten books, including Matrix Analysis and Applications and A Matrix Algebra Approach to Artificial InteIIigence.

In this Book

  • Random Signals
  • Parameter Estimation Theory
  • Signal Detection
  • Modern Spectral Estimation
  • Adaptive Filter
  • Higher-Order Statistical Analysis
  • Linear Time-Frequency Transform
  • Quadratic Time-Frequency Distribution
  • Blind Signal Separation
  • Array Signal Processing
  • Bibliography
  • Notes