UID:
almahu_9949383654502882
Format:
1 online resource (xiii, 99 pages)
ISBN:
9780429263330
,
0429263333
,
9780429558382
,
0429558384
,
9780429553912
,
0429553919
,
9780429562853
,
0429562853
Content:
"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"--
Note:
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 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; 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 Filters; 8.2 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
Additional Edition:
Print version: Samani, Afshin. An introduction to signal processing for non-engineers. Boca Raton, FL : CRC Press/Taylor & Francis Group, 2019 ISBN 9780367207557
Language:
English
Keywords:
Electronic books.
;
Electronic books.
URL:
https://www.taylorfrancis.com/books/9780429263330
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