Title :
A method for improved distribution concentration in the time-frequency analysis of multicomponent signals using the L-Wigner distribution
Author_Institution :
Elektrotehnicki Fakultet, Montenegro, Yugoslavia
Abstract :
The energy location in the Cohen class of time-frequency distributions is analyzed. If the instantaneous frequency is linear, then only the Wigner distribution produces the ideal energy concentration. The scaled version of the Wigner distribution (L-Wigner distribution), is used to improve the time-frequency representation of signals with nonlinear instantaneous frequencies. In the case of multicomponent signals, the cross terms, appearing in the Wigner distribution and in the L-Wigner distribution, can be easily removed or reduced in a computationally very efficient way. The theory is illustrated on the numerical examples with multicomponent noisy signals.
Keywords :
"Time frequency analysis","Fourier transforms","Signal analysis","Kernel","Distributed computing"
Journal_Title :
IEEE Transactions on Signal Processing