Title :
Superoscillations: Faster Than the Nyquist Rate
Author :
Ferreira, Paulo J S G ; Kempf, Achim
Author_Institution :
Dept. de Electron. e Telecommun., Aveiro Univ.
Abstract :
It is commonly assumed that a signal bandlimited to mu/2 Hz cannot oscillate at frequencies higher than mu Hz. In fact, however, for any fixed bandwidth, there exist finite energy signals that oscillate arbitrarily fast over arbitrarily long time intervals. These localized fast transients, called superoscillations, can only occur in signals that possess amplitudes of widely different scales. This paper investigates the required dynamical range and energy (squared L2 norm) as a function of the superoscillation´s frequency, number, and maximum derivative. It briefly discusses some of the implications of superoscillating signals, in reference to information theory and time-frequency analysis, for example. It also shows, among other things, that the required energy grows exponentially with the number of superoscillations, and polynomially with the reciprocal of the bandwidth or the reciprocal of the superoscillations´ period
Keywords :
oscillations; signal processing; time-frequency analysis; Nyquist rate; dynamical range; finite energy signals; information theory; localized fast transients; maximum derivative; squared L2 norm; superoscillating signals; superoscillation frequency; time-frequency analysis; Bandwidth; Information analysis; Information rates; Information theory; Polynomials; Quantum mechanics; Signal analysis; Signal sampling; Telecommunications; Time frequency analysis; Bandlimited signals; information rates; quantum theory; signal sampling; superoscillations; time–frequency analysis;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2006.877642