Lecture 19 - State Space Models - Filtering Basics#

Objectives#

  • Define the filtering problem.

  • Formalize the filtering problem using Markov models.

  • Formalize the filtering problem in the context of linear models with Gaussian process and measurement noise.

  • Demonstrate the filtering problem in the context of object tracking.