Title :
Wigner distributions and ambiguity functions of 2-D quaternionic and monogenic signals
Author :
Hahn, Stefan L. ; Snopek, Kajetana M.
Author_Institution :
Inst. of Radioelectronics, Warsaw Univ. of Technol., Poland
Abstract :
The paper presents new notions of Wigner distributions and corresponding ambiguity functions defined by quaternionic Fourier transforms of correlation products of recently defined quaternionic and monogenic two-dimensional (2-D) signals. The properties of new defined Wigner distributions are compared with Wigner distributions of 2-D analytic signals with single-quadrant spectra. It is well known that Wigner distributions of complex signals are real functions. Differently, the Wigner distributions of quaternionic and monogenic signals may be quaternionic-valued functions. However, it may happen that some 2-D slices of 4-D Wigner distributions are real functions.
Keywords :
Fourier transforms; Wigner distribution; multidimensional signal processing; 2D monogenic signal; 2D quaternionic signal; Fourier transform; Wigner distribution; ambiguity function; Convolution; Fourier transforms; Frequency domain analysis; Image analysis; Mirrors; Quaternions; Signal analysis; Two dimensional displays; Four-dimensional Wigner distributions and ambiguity functions; quaternionic and monogenic signals; two-dimensional analytic;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2005.851134