  In this paper, a kernel estimator of the differential entropy of the mark
distribution of a homogeneous Poisson marked point process is proposed. The
marks have an absolutely continuous distribution on a compact Riemannian
manifold without boundary. $L^2$ and almost surely consistency of this
estimator as well as its asymptotic normality are investigated.

Probability