Title :
Time-frequency localization operators: a geometric phase space approach
Author :
Daubechies, Ingrid
Author_Institution :
Courant Inst., New York Univ., NY, USA
fDate :
7/1/1988 12:00:00 AM
Abstract :
The author defines a set of operators which localize in both time and frequency. These operators are similar to but different from the low-pass time-limiting operator, the singular functions of which are the prolate spheroidal wave functions. The author´s construction differs from the usual approach in that she treats the time-frequency plane as one geometric whole (phase space) rather than as two separate spaces. For disk-shaped or ellipse-shaped domains in time-frequency plane, the associated localization operators are remarkably simple. Their eigenfunctions are Hermite functions, and the corresponding eigenvalues are given by simple explicit formulas involving the incomplete gamma functions
Keywords :
eigenvalues and eigenfunctions; information theory; phase space methods; signal processing; Hermite functions; disk-shaped domains; eigenfunctions; eigenvalues; ellipse-shaped domains; geometric phase space approach; incomplete gamma functions; prolate spheroidal wave functions; signal analysis; time-frequency localisation operators; time-frequency plane; Eigenvalues and eigenfunctions; Filtering; Lighting; Optical filters; Optical sensors; Phase noise; Quantum mechanics; Signal analysis; Time frequency analysis; Wave functions;
Journal_Title :
Information Theory, IEEE Transactions on