Title :
The n-D analytic signals and Fourier spectra in complex and hypercomplex domains
Author :
Snopek, Kajetana M.
Author_Institution :
Inst. of Radioelectron., Warsaw Univ. of Technol., Warsaw, Poland
Abstract :
In the paper, two various representations of a n-D real signal are investigated. The first one is the n-D complex analytic signal with a single-orthant spectrum defined as the extension of the 1-D Gabor´s analytic signal. The second one is the n-D hypercomplex analytic signal defined in Clifford and Cayley-Dickson algebras. Their signal-domain and frequency-domain definitions are presented and compared. Some relations between the spectra in 2-D and 3-D hypercomplex domains are presented. The paper is illustrated with the example of a 2-D separable Cauchy pulse.
Keywords :
Fourier transforms; algebra; frequency-domain analysis; signal representation; 1D Gabor analytic signal; 2D separable Cauchy pulse; Cayley-Dickson algebra; Clifford algebra; Fourier spectra; frequency-domain definition; n-D analytic signal; n-D complex analytic signal; n-D hypercomplex analytic signal; signal-domain defintion; single-orthant spectrum; Algebra; Color; Convolution; Fourier transforms; Image color analysis; Quaternions; Cayley-Dickson algebra; Clifford Fourier transform; Clifford algebra; Quaternionic Fourier transform; analytic signals;
Conference_Titel :
Telecommunications and Signal Processing (TSP), 2011 34th International Conference on
Conference_Location :
Budapest
Print_ISBN :
978-1-4577-1410-8
DOI :
10.1109/TSP.2011.6043697