Signals and Systems with MATLAB

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This book is primarily intended for junior-level students who take the courses on ‘signals and systems’. It may be useful as a reference text for practicing engineers and scientists who want to acquire some of the concepts required for signal proce- ing. The readers are assumed to know the basics about linear algebra, calculus (on complex numbers, differentiation, and integration), differential equations, Laplace R transform, and MATLAB . Some knowledge about circuit systems will be helpful. Knowledge in signals and systems is crucial to students majoring in Electrical Engineering. The main objective of this book is to make the readers prepared for studying advanced subjects on signal processing, communication, and control by covering from the basic concepts of signals and systems to manual-like introduc- R R tions of how to use the MATLAB and Simulink tools for signal analysis and lter design. The features of this book can be summarized as follows: 1. It not only introduces the four Fourier analysis tools, CTFS (continuous-time Fourier series), CTFT (continuous-time Fourier transform), DFT (discrete-time Fourier transform), and DTFS (discrete-time Fourier series), but also illuminates the relationship among them so that the readers can realize why only the DFT of the four tools is used for practical spectral analysis and why/how it differs from the other ones, and further, think about how to reduce the difference to get better information about the spectral characteristics of signals from the DFT analysis.

Author(s): Won Young Yang (auth.)
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2009

Language: English
Pages: 474
Tags: Fourier Analysis; Programming Techniques; Signal, Image and Speech Processing

Front Matter....Pages i-xiii
Signals and Systems....Pages 1-60
Continuous-Time Fourier Analysis....Pages 61-128
Discrete-Time Fourier Analysis....Pages 129-205
The z -Transform....Pages 207-247
Sampling and Reconstruction....Pages 249-275
Continuous-Time Systems and Discrete-Time Systems....Pages 277-306
Analog and Digital Filters....Pages 307-359
State Space Analysis of LTI Systems....Pages 361-383
Back Matter....Pages 1-83