Particle Filtering

A brief introduction on particle filtering – a.k.a stochastic filters. We will start with our problem statement In some engineering applications we would like to track the state of a complicated machine whose dynamics evolves with time Typically, an engineering systems will have sensors that provide feedback about the system’s current state. For e.g. for a vehicle it would be a speedometer or an accelerometer that measures the instantaneous velocity or acceleration respective