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An introduction to signal processing for non-engineers

Author: Afshin Samani
Publisher: Boca Raton, FL : CRC Press/Taylor & Francis Group, 2019.
Edition/Format:   eBook : Secondary (senior high) school : English : First editionView all editions and formats
Summary:
"This book introduces the main and 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 understand the basis of signal processing and exemplify some practical applications of the concepts by which the readers  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Samani, Afshin.
An introduction to signal processing for non-engineers
Boca Raton, FL : CRC Press/Taylor & Francis Group, 2019.
(DLC) 2019029229
Material Type: Secondary (senior high) school, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Afshin Samani
ISBN: 0429263333 9780429558382 0429558384 9780429553912 0429553919 9780429562853 0429562853 9780429263330
OCLC Number: 1111652720
Description: 1 online resource
Contents: Cover; Half Title; Title; Copyright; Contents; Preface; Acknowledgments; Author; 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 Transform3.4 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; Reference; 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 8.1 Ideal Frequency Response of Filters8.2 Filter Order; 8.3 Filter Design; 8.4 Filter Phase Response; 8.5 Implementation of Filters; 8.6 Spatial Filters; Note; References; Appendix A.1: A Brief Introduction to MATLAB; Appendix A.2: Complex Numbers; Appendix A.3: An Introduction to Convolution; Appendix A.4: Correlation; Index
Responsibility: by Afshin Samani.

Abstract:

"This book introduces the main and 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 understand the basis 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 basis of using computer in signal processing applications"--

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