Title :
Ambiguity function and Wigner distribution on the sphere
Author :
Khalid, Zubair ; Durrani, Salman ; Sadeghi, Parastoo ; Kennedy, Rodney A.
Author_Institution :
Res. Sch. of Eng., Australian Nat. Univ., Canberra, ACT, Australia
Abstract :
The ambiguity function and the Wigner distribution are fundamental tools in the time-frequency analysis. In this paper, we present an analog of the ambiguity function and the Wigner distribution for signals on the sphere. First, we formulate the ambiguity function for signals on the sphere which represents the signals in joint spatio-spectral domain and derive an inversion operation to obtain the signal from its ambiguity function. Next, we formulate the Wigner distribution for azimuthally symmetric signals on the sphere as a two dimensional spherical harmonics transform of the ambiguity function. We provide the matrix formulation of the Wigner distribution and discuss some of its useful properties. Finally, we illustrate the use of Wigner distribution for spatial and/or spectral localization of a signal in joint spatio-spectral domain. The obtained results provide the first step in designing more sophisticated transforms on the sphere.
Keywords :
Wigner distribution; harmonics; matrix algebra; signal representation; spectral analysis; time-frequency analysis; Wigner distribution; ambiguity function; azimuthal symmetric signals; inversion operation; joint spatio-spectral domain; matrix formulation; spectral localization; sphere signals; time-frequency analysis; two dimensional spherical harmonics transform; Frequency modulation; Harmonic analysis; Joints; Spectral analysis; Symmetric matrices; Time frequency analysis; Transforms; Wigner distribution; ambiguity function; spherical harmonics; unit sphere;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2012.6288647