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Discrete Wavelet Transformations: An Elementary Approach with Applications
book

Discrete Wavelet Transformations: An Elementary Approach with Applications

by Patrick J. Van Fleet
January 2008
Intermediate to advanced
572 pages
12h 49m
English
Wiley-Interscience
Content preview from Discrete Wavelet Transformations: An Elementary Approach with Applications

CHAPTER 4

COMPLEX NUMBERS AND FOURIER SERIES

Complex numbers and Fourier series play vital roles in digital and signal processing. In this chapter we introduce the complex plane and complex numbers and discuss arithmetic with complex numbers. In Section 4.2 we introduce the complex exponential via Euler’s famous formula.

As you progress through the book, you will learn why Fourier series are so important. The idea is similar to that of MacLaurin series — we rewrite the given function in terms of basic elements. While the family of functions xn, n = 0, 1, … serve as building blocks for MacLaurin series, the complex exponentials eikω, k images images are used to construct Fourier series. Fourier series coefficients hold much information about the transformations we develop in this book. As you will see in Chapters 8 and 10, once we arrive at a set of desirable conditions for constructing our transformations, it is natural to reformulate the conditions in terms of Fourier series! Thus, a mastery of the material in Section 4.3 is essential for understanding transformation construction that follows later in the text.

4.1   THE COMPLEX PLANE AND ARITHMETIC

In this section we review complex numbers and some of their basic properties. We will also discuss elementary complex arithmetic, modulus, and conjugates. ...

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Publisher Resources

ISBN: 9780470183113Purchase book