Title :
Wigner-space synthesis of discrete-time periodic signals
Author :
Wexler, J. ; Raz, S.
Author_Institution :
Dept. of Electr. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
fDate :
8/1/1992 12:00:00 AM
Abstract :
A procedure that facilitates at least-squares synthesis of periodic, discrete-time signals from Wigner quasi-distributions is proposed. The scheme is based on expanding the desired time sequence on a generally nonorthogonal, Gabor-type basis whose associated biorthogonal function presumably exists. The specific basis selection may crucially affect the efficiency and quality of the ensuing synthesis procedure. The cited basis type constitutes a considerable generalization over the standardly used orthogonal variety, thus creating previously unavailable degrees of freedom. Of primary significance is the acquired capability of generating time-frequency basis functions that are well localized. Localization is a highly desirable property that can advantageously serve in various applications. It is shown and numerically demonstrated that benefits of localization as well as the fact that achieving effective time-frequency basis localization renders a certain degree of oversampling unavoidable
Keywords :
frequency-domain synthesis; signal synthesis; time-domain synthesis; Wigner quasi-distributions; Wigner-space synthesis; biorthogonal function; discrete-time periodic signals; least-squares synthesis; localization; nonorthogonal Gabor type basis; oversampling; signal synthesis; time sequence; time-frequency basis functions; Frequency synthesizers; Least squares methods; Signal generators; Signal mapping; Signal processing; Signal processing algorithms; Signal resolution; Signal synthesis; Time domain analysis; Time frequency analysis;
Journal_Title :
Signal Processing, IEEE Transactions on