Abstract: The evolution of third order Renyi entropy with normalization volume versus kernel parameter of time-frequency distribution was discussed.A method of parameter optimization for some time-frequency representations in terms of the criterion was given and the assessment of the distributions was accomplished by evaluating the measure.A novel signal-dependent smoothed pseudo Wigner-Ville distribution using Renyi entropy was proposed.Simulations results showed that this measure was feasible and effici...