On a transformation theory for diffusions and nonlinear filtering problems

Abstract

Nonlinear diffusions defined by stochastic differential equations (s.d.e.) which admit exact recursive filtering solutions for the associated (unnormalized) conditional density (UCD) are presented. The diffusions are characterized by conditions on the s.d.e. drift and diffusion coefficient pair which admit a C¿ transformation to an equivalent diffusion having linear dynamics.