Title :
Analog computation of wavelet transform coefficients in real-time
Author :
Moreira-Tamayo, Oscar ; De Gyvez, José Pineda
Author_Institution :
Dept. of Electr. Eng., Texas A&M Univ., College Station, TX, USA
fDate :
1/1/1997 12:00:00 AM
Abstract :
The authors present a time-domain approach for the implementation and continuous generation of wavelet transform coefficients for spectral analysis applications. The wavelet generation relies on amplitude modulation techniques. This approach offers two extra degrees of freedom through the appropriate use of the modulation index and the selected envelope signal. The added flexibility along with choice of frequencies allows one to generate different time-frequency windows with equal resolution for all frequencies. A convolution (correlator) circuit that computes the wavelet transform and delivers the coefficient corresponding to each wavelet was designed to substantiate theoretical findings. Experimental results of a hardware prototype are presented
Keywords :
amplitude modulation; analogue processing circuits; convolution; correlators; mathematics computing; real-time systems; signal processing; spectral analysis; time-domain analysis; wavelet transforms; amplitude modulation techniques; analog computation; continuous generation; convolution circuit; correlator circuit; envelope signal; hardware prototype; modulation index; real-time computation; spectral analysis applications; time-domain approach; time-frequency windows; wavelet transform coefficients; Amplitude modulation; Analog computers; Continuous wavelet transforms; Convolution; Signal resolution; Spectral analysis; Time domain analysis; Time frequency analysis; Wavelet analysis; Wavelet transforms;
Journal_Title :
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on