Title :
Maximally concentrated signals in the special affine fourier transformation domain
Author_Institution :
Dept. of Math. Sci., DePaul Univ., Chicago, IL, USA
Abstract :
The problem of maximizing the energy of a signal bandlimited to E1 = [-σ, σ] on an interval T1 = [-τ, τ] in the time domain, which is called the energy concentration problem, was solved by a group of mathematicians, D. Slepian, H. Landau, and H. Pollak, at Bell Labs in the 1960s. The goal of this article is to solve the energy concentration problem for the n-dimensional special affine Fourier transformation which includes the Fourier transform, the fractional Fourier transform, the Lorentz transform, the Fresnel transform, and the linear canonical transform (LCT) as special cases. The solution in dimensions higher than one is more challenging because the solution depends on the geometry of the two sets E1 and T1. We outline the solution in the cases where E1 and T1 are n dimensional hyper-rectangles and discs.
Keywords :
Fourier transforms; Lorentz transformation; affine transforms; signal processing; Fresnel transform; LCT; Lorentz transform; affine fourier transformation Domain; energy concentration problem; energy maximization; fractional Fourier transform; linear canonical transform; time-domain; Eigenvalues and eigenfunctions; Fourier transforms; Integral equations; Optical signal processing; Wave functions;
Conference_Titel :
Sampling Theory and Applications (SampTA), 2015 International Conference on
Conference_Location :
Washington, DC
DOI :
10.1109/SAMPTA.2015.7148841