3 papers
cs.IT2017
Complex Correntropy Function: properties, and application to a channel equalization problem
João Guimarães
The use of correntropy as a similarity measure has been increasing in different scenarios due to the well-known ability to extract high-order statistic information from data. Recen…
cs.IT2016
Complex Correntropy: Probabilistic Interpretation and Optimization
João Paulo Ferreira Guimarães
Recent studies have demonstrated that correntropy is an efficient tool for analyzing higher-order statistical moments in nonGaussian noise environments. Although correntropy has be…
cs.IT2016
Probabilistic Interpretation for Correntropy with Complex Data
João P. F. Guimarães, Aluisio I. R. Fontes, Joilson B. A. Rego +1
Recent studies have demonstrated that correntropy is an efficient tool for analyzing higher-order statistical moments in nonGaussian noise environments. Although it has been used w…