Hindawi Publishing Corporation
Abstract and Applied Analysis
Volume 2013, Article ID 162769, 10 pages
http://dx.doi.org/10.1155/2013/162769
Research Article
Convolution Theorems for Quaternion Fourier Transform:
Properties and Applications
Mawardi Bahri,
1
Ryuichi Ashino,
2
and Rémi Vaillancourt
3
1
Department of Mathematics, Hasanuddin University, Makassar 90245, Indonesia
2
Division of Mathematical Sciences, Osaka Kyoiku University, Osaka 582-8582, Japan
3
Department of Mathematics and Statistics, University of Ottawa, Ottawa, ON, Canada K1N 6N5
Correspondence should be addressed to Ryuichi Ashino; ashino@cc.osaka-kyoiku.ac.jp
Received 1 June 2013; Revised 1 September 2013; Accepted 7 September 2013
Academic Editor: Narcisa C. Apreutesei
Copyright © 2013 Mawardi Bahri et al. his is an open access article distributed under the Creative Commons Attribution License,
which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
General convolution theorems for two-dimensional quaternion Fourier transforms (QFTs) are presented. It is shown that these
theorems are valid not only for real-valued functions but also for quaternion-valued functions. We describe some useful properties
of generalized convolutions and compare them with the convolution theorems of the classical Fourier transform. We inally apply
the obtained results to study hypoellipticity and to solve the heat equation in quaternion algebra framework.
1. Introduction
Convolution is a mathematical operation with several appli-
cations in pure and applied mathematics such as numeri-
cal analysis, numerical linear algebra, and the design and
implementation of inite impulse response ilters in signal
processing. In [1–3], the authors introduced the Cliford
convolution. It is found that some properties of convolution,
when generalized to the Cliford Fourier transform (CFT), are
very similar to the classical ones.
On the other hand, the quaternion Fourier transform
(QFT) is a nontrivial generalization of the classical Fourier
transform (FT) using quaternion algebra. he QFT has been
shown to be related to the other quaternion signal analysis
tools such as quaternion wavelet transform, fractional quater-
nion Fourier transform, quaternionic windowed Fourier
transform, and quaternion Wigner transform [4–9]. A num-
ber of already known and useful properties of this extended
transform are generalizations of the corresponding properties
of the FT with some modiications, but the generalization of
convolution theorems of the QFT is still an open problem.
In the recent past, several authors [10–13] tried to formulate
convolution theorems for the QFT. But they only treated them
for real-valued functions which is quite similar to the classical
case. In [14], the authors briely introduced, without proof,
the QFT of the convolution of two-dimensional quaternion
signals.
In this paper, we establish general convolutions for
QFT. Because quaternion multiplication is not commuta-
tive, we ind new properties of the QFT of convolution of
two quaternion-valued functions. hese properties describe
closely the relationship between the quaternion convolution
and its QFT. he generalization of the convolution theorems
of the QFT is mainly motivated by the Cliford convolution of
general geometric Fourier transform, which has been recently
studied in [15, 16]. We further establish the inverse QFT of the
product of the QFT, which is very useful in solving partial
diferential equations in quaternion algebra framework.
his paper consists of the following sections. Section 2
deals with some results on the real quaternion algebra and the
deinition of the QFT and its basic properties. We also review
some basic properties of QFT, which will be necessary in the
next section. Section 3 establishes convolution theorems of
QFT and some of their consequences. Section 4 presents an
application of QFT to study hypoellipticity and to solve the
heat equation in quaternion algebra. Some conclusions are
drawn in Section 5.