A method for improved distribution concentration in thetime-frequency analysis of multicomponent signals using the L-Wignerdistribution

  • Authors:
  • L. Stankovic

  • Affiliations:
  • Elektrotehnicki Fakultet, Montenegro

  • Venue:
  • IEEE Transactions on Signal Processing
  • Year:
  • 1995

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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