Convergence of differential entropies

Calculation of the differential entropy of the limiting density of a sequence of probability density functions is important in the field of entropy estimation. In such cases it would be of interest to know if the limit of the differential entropies corresponding to the sequence of probability density function is equal to the differential entropy of the limiting probability density function. In this paper, we establish sufficient conditions under which the above is true.