Complex correntropy function: Properties, and application to a channel equalization problem

•We define a new generalized similarity measure between complex random variables.•A complete deduction is presented and important properties are studied.•Complex correntropy has overcome classical methods in a channel equalization problem.•Now it is possible to use correntropy in problems involving complex-valued data.