Title :
A tutorial on wavelets from an electrical engineering perspective .2. The continuous case
Author :
Sarkar, T.K. ; Su, C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Syracuse Univ., NY, USA
Abstract :
The wavelet transform is described from the perspective of a Fourier transform. The relationships among the Fourier transform, the Gabor (1946) transform (windowed Fourier transform), and the wavelet transform are described. The differences are also outlined, to bring out the characteristics of the wavelet transform. The limitations of the wavelets in localizing responses in various domains are also delineated. Finally, an adaptive window is presented that may be optimally tailored to suit one´s needs, and hence, possibly, the scaling functions and the wavelets.
Keywords :
Fourier transforms; adaptive signal processing; electrical engineering; signal representation; time-frequency analysis; wavelet transforms; Fourier transform; Gabor transform; adaptive window; continuous wavelet transform; electrical engineering; response localization; scaling functions; signal analysis; time-frequency representation; tutorial; windowed Fourier transform; Computer aided software engineering; Continuous wavelet transforms; Equations; Fourier series; Fourier transforms; Signal analysis; Spectral analysis; Time frequency analysis; Tutorial; Uncertainty;
Journal_Title :
Antennas and Propagation Magazine, IEEE