Signal Processing and Data Analysis /

Signal Processing and Data Analysis / / Tianshuang Qiu, Ying Guo.

This book presents digital signal processing theories and methods and their applications in data analysis, error analysis and statistical signal processing. Algorithms and Matlab programming are included to guide readers step by step in dealing with practical difficulties. Designed in a self-contain...

Full description

Saved in:
Bibliographic Details
Superior document:Title is part of eBook package: De Gruyter DG Plus eBook-Package 2018
VerfasserIn:
Qiu, Tianshuang,
Guo, Ying,
TeilnehmendeR:
Tsinghua University Press,.
Place / Publishing House:Berlin ;, Boston : : De Gruyter, , [2018]
©2018
Year of Publication:2018
Language:English
Series:De Gruyter Textbook
Online Access:
Physical Description:1 online resource (XVIII, 586 p.)
Tags: Add Tag
No Tags, Be the first to tag this record!
Table of Contents:
  • Frontmatter
  • Preface
  • Contents
  • 1. Basic Concepts and Principles of Signals and Systems
  • 2. Fourier Theory and Frequency Analysis of Signals and Systems
  • 3. The Complex Frequency Domain Analysis of Signals and Systems with Laplace Transform and z-Transform
  • 4. Discretization of Continuous-Time Signals and Reconstruction of Discrete-Time Signals
  • 5. Discrete Fourier Transform and Fast Fourier Transform
  • 6. Digital Filter and Digital Filter Design
  • 7. Finite-Precision Numerical Effects in Digital Signal Processing
  • 8. Data Error Analysis and Signal Preprocessing
  • 9. Fundamentals of Random Signal Processing
  • 10. Correlation Estimation and Power Spectral Density (PSD) Estimation of Random Signals
  • 11. The Optimal Filtering for Random Signals
  • 12. Adaptive Filtering
  • 13. Higher-Order and Fractional Lower-Order Statistics
  • 14. Introduction of Modern Signal Processing
  • Bibliography
  • Index

Similar Items