Discrete measurement and transition models in Particle Filter

Piotr Kozierski

In article there is proposed a new approach to particle filter modeling – creation discrete transition and measurement models. This new approach assumes knowledge of transition model (2) and measurement model (3), but written by certain values set (non-analytical form). It opens new perspectives for particle filter prosper, in problems which analytical form cannot be used or it is hindered.