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Fourier Analysis—A Signal Processing Approach

  • Textbook
  • © 2018

Overview

Authors:
  1. D. Sundararajan

    1. Formerly at Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada

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  • Introduces Fourier analysis starting from the most commonly used discrete version
  • Presents compact and practical algorithms
  • Is replete with tables, figures, and examples
  • Provides physical explanations of the intricate mathematical concepts and supplementary MATLAB programs
  • Offers a concise and clear presentation of Fourier analysis and numerical approximation of FS, DTFT and FS by the DFT
  • Includes supplementary material: sn.pub/extras

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Table of contents (10 chapters)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. Signals

    • D. Sundararajan
    Pages 1-29

  3. The Discrete Fourier Transform

    • D. Sundararajan
    Pages 31-55

  4. Properties of the DFT

    • D. Sundararajan
    Pages 57-80

  5. Two-Dimensional DFT

    • D. Sundararajan
    Pages 81-112

  6. Convolution and Correlation

    • D. Sundararajan
    Pages 113-158

  7. Aliasing and Leakage

    • D. Sundararajan
    Pages 159-178

  8. Fourier Series

    • D. Sundararajan
    Pages 179-216

  9. The Discrete-Time Fourier Transform

    • D. Sundararajan
    Pages 217-248

  10. The Fourier Transform

    • D. Sundararajan
    Pages 249-292

  11. Fast Computation of the DFT

    • D. Sundararajan
    Pages 293-319

  12. Back Matter

    Pages 321-359
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Keywords

About this book

This book sheds new light on Transform methods, which dominate the study of linear time-invariant systems in all areas of science and engineering, such as circuit theory, signal/image processing, communications, controls, vibration analysis, remote sensing, biomedical systems, optics and acoustics. It presents Fourier analysis primarily using physical explanations with waveforms and/or examples, only using mathematical formulations to the extent necessary for its practical use. Intended as a textbook for senior undergraduates and graduate level Fourier analysis courses in engineering and science departments, and as a supplementary textbook for a variety of application courses in science and engineering, the book is also a valuable reference for anyone – student or professional – specializing in practical applications of Fourier analysis. The prerequisite for reading this book is a sound understanding of calculus, linear algebra, signals and systems, and programming at the undergraduatelevel.

Reviews

“The Fourier analysis is mainly presented from a practical point of view, where the mathematical theory is very simplified. This book is mainly written for broad readership of graduate students and researchers in physics, computer science, and engineering with special interest in signal processing. … Doubtless, this textbook will stimulate the practical education in the Fourier analysis and its applications in signal processing.” (Manfred Tasche, zbMATH 1407.94002, 2019)

Authors and Affiliations

  • Formerly at Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada

    D. Sundararajan

About the author

Dr. D. Sundararajan holds a B.E. in Electrical Engineering from Madras University and an M.Tech. in Electrical Engineering from the Indian Institute of Technology Chennai (IIT Chennai). He obtained his Ph.D. in Electrical Engineering at Concordia University, Montreal, Canada in 1988. As the principal inventor of the latest family of discrete Fourier transform (DFT) algorithms, he holds three patents (granted by the US, Canada and Britain). Further, he has published several papers in IEEE Transactions and in the Proceedings of the IEEE Conference, and he is the author of five books. He has taught undergraduate and graduate classes in digital signal processing, digital image processing, engineering mathematics, programming, operating systems and digital logic design at Concordia University, Canada, Nanyang Technological University, Singapore, and Adhiyamaan College of Engineering, India. He has also conducted workshops on Digital image processing, MATLAB and LaTeX.

Overthe course of his engineering career, he has held positions at the National Aerospace Laboratory, Bangalore, and the National Physical Laboratory, New Delhi, where he worked on the design of digital and analog signal processing systems.

Bibliographic Information

  • Book Title: Fourier Analysis—A Signal Processing Approach

  • Authors: D. Sundararajan

  • DOI: https://doi.org/10.1007/978-981-13-1693-7

  • Publisher: Springer Singapore

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Singapore Pte Ltd. 2018

  • Hardcover ISBN: 978-981-13-1692-0Published: 06 August 2018

  • Softcover ISBN: 978-981-13-4665-1Published: 01 February 2019

  • eBook ISBN: 978-981-13-1693-7Published: 25 July 2018

  • Edition Number: 1

  • Number of Pages: XV, 359

  • Number of Illustrations: 108 b/w illustrations

  • Topics: Discrete Mathematics in Computer Science, Computer Communication Networks

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