Title :
Oversampled Gabor representation for transient signals
Author :
Friedlander, Benjamin ; Zeira, Ariela
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., Davis, CA, USA
fDate :
9/1/1995 12:00:00 AM
Abstract :
Considers the Gabor representation that uses a one-sided exponential window for detection and analysis of transient signals. Earlier results on the critically sampled case are extended to the more practically useful oversampled case. For oversampling by an integer factor, the authors derive an explicit analytical expression for the dual window (dual frame) function required for computing the Gabor representation. Based on this expression they develop an efficient procedure for computing the Gabor coefficients. Finally, they demonstrate the performance of the method by numerical examples
Keywords :
signal detection; signal representation; signal sampling; analysis; critically sampled case; detection; dual frame function; dual window function; one-sided exponential window; oversampled Gabor representation; transient signals; Data analysis; Hilbert space; Military computing; Sampling methods; Signal analysis; Signal processing; Time frequency analysis; Transient analysis;
Journal_Title :
Signal Processing, IEEE Transactions on