Digital Signal Processing with Matlab Examples, Volume 1: Signals and Data, Filtering, Non-stationary Signals, Modulation

✍ Scribed by Jose Maria Giron-Sierra (auth.)

• Publisher: Springer Singapore
• Year: 2017
• Tongue: English
• Leaves: 653
• Series: Signals and Communication Technology
• Edition: 1
• Category: Library

✦ Synopsis

This is the first volume in a trilogy on modern Signal Processing. The three books provide a concise exposition of signal processing topics, and a guide to support individual practical exploration based on MATLAB programs.

This book includes MATLAB codes to illustrate each of the main steps of the theory, offering a self-contained guide suitable for independent study. The code is embedded in the text, helping readers to put into practice the ideas and methods discussed.

The book is divided into three parts, the first of which introduces readers to periodic and non-periodic signals. The second part is devoted to filtering, which is an important and commonly used application. The third part addresses more advanced topics, including the analysis of real-world non-stationary signals and data, e.g. structural fatigue, earthquakes, electro-encephalograms, birdsong, etc. The book’s last chapter focuses on modulation, an example of the intentional use of non-stationary signals.

✦ Table of Contents

Front Matter....Pages i-xxxvii
Front Matter....Pages 1-1
Periodic Signals....Pages 3-28
Statistical Aspects....Pages 29-114
Front Matter....Pages 115-115
Linear Systems....Pages 117-184
Analog Filters....Pages 185-237
Digital Filters....Pages 239-310
Front Matter....Pages 311-311
Signal Changes....Pages 313-356
Time-Frequency Analysis....Pages 357-494
Modulation....Pages 495-532
Back Matter....Pages 533-622

✦ Subjects

Signal, Image and Speech Processing