On the Use of Rényi Entropy for Optimal Window Size Computation in the Short-Time Fourier Transform

PHAM, DUONG-HUNG; MEIGNEN, SYLVAIN; COLOMINAS, MARCELO ALEJANDRO

Barcelona

Conferencia; IEEE 45th International Conference on Acoustics, Speech, and Signal Processing; 2020

IEEE SIGNAL PROCESSING SOCIETY

In this paper, we investigate the determination of an optimal window length associated with the computation of the short time Fourier transform of multicomponent signals. In recent years the Rényi entropy has been widely used for that purpose, but the understanding of the significance of the obtained minimum in relation with the studied signal is still partial. In this paper, we explain in what way the window minimizing the Rényi entropy reflects the modulation of the modes making up the signal, and in which circumstances to use such a window is actually relevant.