A Stable Particle Filter in High-Dimensions

Alex Beskos, Dan Crisan, Ajay Jasra +2

We consider the numerical approximation of the filtering problem in high dimensions, that is, when the hidden state lies in ${\mathbb{R}}^d$ with $d$ large. For low dimensional probl…