Tianshuang Q. Signal Processing and Data Analysis 2018 torrent

Textbook in PDF format

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-contained way, the book is suitable for graduate students in electrical engineering, information science and engineering in general.
Wide coverage on analytical methods in signals and systems. Application-oriented with abundant examples, exercises and case studies. Adapted to learning pattern.
Preface
Basic Concepts and Principles of Signals and Systems
Fourier Theory and Frequency Analysis of Signals and Systems
The Complex Frequency Domain Analysis of Signals and Systems with Laplace Transform and z-Transform
Discretization of Continuous-Time Signals and Reconstruction of Discrete-Time Signals
Discrete Fourier Transform and Fast Fourier Transform
Digital Filter and Digital Filter Design
Finite-Precision Numerical Effects in Digital Signal Processing
Data Error Analysis and Signal Preprocessing
Fundamentals of Random Signal Processing
Correlation Estimation and Power Spectral Density (PSD) Estimation of Random Signals
The Optimal Filtering for Random Signals
Adaptive Filtering
Higher-Order and Fractional Lower-Order Statistics
Introduction of Modern Signal Processing
Bibliography
Index