Kalman Filters

Used to:

1. Estimate the state of a system when it can't be directly measured, but can be done indirectly
2. Combine multiple measurements with varying degrees of frequency and noise to get the best estimate
   eg: GPS, IMU, Odometer - navigation

Types of Kalman FIlters

• Extended Kalman Filter (EKF)