Superoscillations: Faster than the Nyquist rate

被引:166
作者
Ferreira, Paulo J. S. G. [1 ]
Kempf, Achim
机构
[1] Univ Aveiro, Dept Elect & Telecomun, IEETA, P-3810193 Aveiro, Portugal
[2] Univ Waterloo, Dept Appl Math, Waterloo, ON N2L 3G1, Canada
基金
加拿大自然科学与工程研究理事会; 加拿大创新基金会;
关键词
bandlimited signals; information rates; quantum theory; signal sampling; superoscillations; time-frequency analysis;
D O I
10.1109/TSP.2006.877642
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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 L-2 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.
引用
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页码:3732 / 3740
页数:9
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