An Introduction to Signal Processing for Non Engineers 1st Edition by Afshin Samani ISBN 0429558384 9780429558382

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Product details:

ISBN 10: 0429558384 
ISBN 13: 9780429558382
Author: Afshin Samani

This book introduces the basic concepts of signal processing for scientists and students with no engineering background. The book presents the concepts with minimum use of mathematical formulations and more emphasis on visual illustrations. The idea is to present an intuitive approach to understanding the basics of signal processing and exemplify some practical applications of the concepts by which the readers achieve basic knowledge and skills in signal processing. Most of illustrations in the book have been created by computer programming in MATLAB®; thus, the reader will learn the basics of using computers in signal processing applications.

 An Introduction to Signal Processing for Non Engineers 1st Table of contents:

Chapter 1 Introduction
1.1 Why Do We Need to Introduce the Theories of Signal Processing to Non-Engineers?
1.2 What Is a Signal?
1.3 What Is Noise?
Notes
References
Chapter 2 The Measurement Pipeline
2.1 Sensors
2.2 Amplification
2.2.1 Common Mode Rejection Ratio
2.2.2 How Much Can the Signal Be Amplified?
2.2.3 Input Impedance
2.3 Analog-to-Digital Conversion
References
Chapter 3 Time and Frequency Representation of Continuous Time Signals
3.1 Periodic Signals
3.2 Fourier Series
3.3 Fourier Transform
3.4 Duality
3.5 Signal Energy
Note
References
Chapter 4 Sampling of Continuous Time Signals
4.1 Discrete Time Signals
4.2 Sampling in the Frequency Domain
4.3 Nyquist Criterion
4.4 Practical Considerations
References
Chapter 5 Discrete Fourier Transform
5.1 Frequency Resolution
5.2 Fast Fourier Transform
5.3 Aliasing in the Time Domain
References
Chapter 6 Power Spectrum
6.1 Stationarity
6.2 Auto-Correlation Function
6.3 Spectral Estimation
6.3.1 Non-Parametric Methods
6.3.2 Parametric Methods
6.4 Signal Characteristics Based on the Power Spectrum
References
Chapter 7 Systems and Their Properties
7.1 System Properties
7.1.1 Linearity
7.1.2 Time Invariance
7.1.3 Causality
7.1.4 Stability
7.2 Linear Time-Invariant Systems
7.3 The System Response and Differential and Difference Equations
7.4 Transfer Function and Differential and Difference Equations
7.5 The System Response in the Frequency Domain
7.6 Stability and the Transfer Function
7.7 The Power Spectrum of System Input and Output
7.8 The Transfer Function and Parametric Estimation of the Power Spectrum
Note
References
Chapter 8 Filters
8.1 Ideal Frequency Response of Filters
8.2 Filter Order
8.3 Filter Design
8.4 Filter Phase Response
8.5 Implementation of Filters

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