Title :
Sequences with minimal time-frequency spreads
Author :
Parhizkar, Reza ; Barbotin, Yann ; Vetterli, Martin
Author_Institution :
Sch. of Comput. & Commun. Sci., Ecole Polytech. Fed. de Lausanne (EPFL), Lausanne, Switzerland
Abstract :
For a given time or frequency spread, one can always find continuous-time signals, which achieve the Heisenberg uncertainty principle bound. This is known, however, not to be the case for discrete-time sequences; only widely spread sequences asymptotically achieve this bound. We provide a constructive method for designing sequences that are maximally compact in time for a given frequency spread. By formulating the problem as a semidefinite program, we show that maximally compact sequences do not achieve the classic Heisenberg bound. We further provide analytic lower bounds on the time-frequency spread of such signals.
Keywords :
mathematical programming; signal processing; time-frequency analysis; Heisenberg uncertainty principle bound; compact sequences; constructive method; continuous-time signals; discrete-time sequences; minimal time-frequency spreads; semidefinite program; time spread; Fourier transforms; Optimization; Signal processing; Time-domain analysis; Time-frequency analysis; Uncertainty; Compact Sequences; Filter Design; Harmonic Analysis; Heisenberg Uncertainty Principle; Semidefinite Programming;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
DOI :
10.1109/ICASSP.2013.6638683