DocumentCode :
1867662
Title :
Time-frequency localization optimized biorthogonal wavelets
Author :
Sharma, Mukesh ; Kolte, Ritesh ; Patwardhan, Pushkar ; Gadre, Vikram
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Bombay, Mumbai, India
fYear :
2010
fDate :
18-21 July 2010
Firstpage :
1
Lastpage :
5
Abstract :
The time-frequency product of any function in L2 (R) is bounded by the uncertainty principle. This paper presents a method to design linear phase biorthogonal wavelets with the time-frequency localization as the optimality criterion, improving on the previous designs on the same theme. The design philosophy is to optimize the time-frequency product of the wavelet, after fixing the number of vanishing moments of the analysis and synthesis lowpass filters of the corresponding filter bank. The regularity of the discrete filters has also been evaluated.
Keywords :
indeterminancy; low-pass filters; optimisation; time-frequency analysis; wavelet transforms; discrete filters; linear phase biorthogonal wavelets; lowpass filters; optimized biorthogonal wavelets; time-frequency localization; uncertainty principle; Continuous wavelet transforms; Convergence; Eigenvalues and eigenfunctions; Filter bank; Time frequency analysis; Wavelet analysis; biorthogonal filter banks; linear phase; time-frequency localization; wavelets;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Communications (SPCOM), 2010 International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4244-7137-9
Type :
conf
DOI :
10.1109/SPCOM.2010.5560545
Filename :
5560545
Link To Document :
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