Septimia Sârbu

On Renyi's entropy estimation with one-dimensional Gaussian kernels

Rényi's entropies play a significant role in many signal processing applications. Plug-in kernel density estimation methods have been employed to estimate such entropies with good results. However, they become computationally intractable in higher dimensions, because of the requirement to store inte…