Title :
Smoothness of the unnormalized conditional measures of stochastic nonlinear filtering
Author_Institution :
Louisiana State University, Baton Rouge, LA
Abstract :
We prove that the unnormalized conditional measures of stochastic nonlinear filtering have smooth densities when the infinitesimal generator of the state process satisfies H??rmander-like nondegeneracy conditions and when certain LP estimates can be proved. Our results are obtained by application of Malliavin´s calculus. Examples that satisfy the conditions of our main theorem are given.
Keywords :
Filtering; Stochastic processes;
Conference_Titel :
Decision and Control, 1984. The 23rd IEEE Conference on
Conference_Location :
Las Vegas, Nevada, USA
DOI :
10.1109/CDC.1984.272102