Visual guide to the Kalman Filter - optimal recursive estimator for linear systems with Gaussian noise. Intuition The Kalman Filter combines two sources of information: Prediction from a model (physics/dynamics) Measurement from sensors (noisy observations) It finds the optimal balance between trusting the model vs …