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