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5 - Arrays and the Two-Dimensional Fourier Transform

Published online by Cambridge University Press:  05 October 2009

Richard E. Blahut
Affiliation:
University of Illinois, Urbana-Champaign
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Summary

An arrayυ = [υii″] is a doubly indexed set of elements from any given alphabet. The alphabet may be a field F, and this is the case in which we are interested. We will be particularly interested in arrays over the finite field GF(q). An array is a natural generalization of a sequence; we may refer to an array as a two-dimensional sequence or, with some risk of confusion, as a two-dimensional vector.

An array may be finite or infinite. We are interested in finite n′ by n″ arrays, and in those infinite arrays [υii″] that are indexed by nonnegative integer values of the indices i′ and i″. An infinite array is periodic if integers n′ and n″ exist such that υi′+n′,i″+n″ = υii″. Any finite array can be made into a doubly periodic infinite array by periodically replicating it on both axes.

The notion of an array leads naturally to the notion of a bivariate polynomial; the elements of the array υ are the coefficients of the bivariate polynomial υ(x, y). Accordingly, we take the opportunity in this chapter to introduce bivariate polynomials and some of their basic properties. The multiplication of bivariate polynomials is closely related to the two-dimensional convolution of arrays. Moreover, the evaluation of bivariate polynomials, especially bivariate polynomials over a finite field, is closely related to the two-dimensional Fourier transform.

Type
Chapter
Information
Algebraic Codes on Lines, Planes, and Curves
An Engineering Approach
, pp. 224 - 246
Publisher: Cambridge University Press
Print publication year: 2008

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