Title :
Superoscillations with Optimal Numerical Stability
Author :
Dae Gwan Lee ; Ferreira, P.J.S.G.
Author_Institution :
Dept. of Math. Sci., KAIST, Daejeon, South Korea
Abstract :
A bandlimited signal can oscillate at a rate faster than its bandlimit. This phenomenon, called “superoscillation”, has applications e.g. in superresolution and superdirectivity. The synthesis of superoscillations is a numerically difficult problem. We introduce time translation σ as a design parameter and give an explicit closed formula for the condition number of the matrix of the problem, as a function of σ. This enables us to determine the best possible condition number, which is several orders of magnitude better than otherwise achievable.
Keywords :
bandlimited signals; matrix algebra; numerical stability; oscillations; signal synthesis; bandlimited signal; explicit closed formula; matrix condition; optimal numerical stability; superdirectivity; superoscillation synthesis; superresolution; time translation σ; Bandwidth; Context; Image resolution; Numerical stability; Optical diffraction; Signal resolution; Algorithms; Hilbert space; condition number; interpolation; matrices; nonuniform sampling; numerical stability; sampling methods; signal design; superoscillations;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2014.2339731