A Linear, Recursive Estimator
- Compute:
given
and
- Dynamic and Measurement
Models:
- Starting Assumptions:
and
Σ
0
−
are known.
Under these assumptions (linear dynamics, linear
measurement function, Gaussian noise), the Kalman filter is the
optimal recursive estimator.