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% Initial state [position; velocity] x_est = [0; 0]; P_est = [10 0; 0 10];

A sensor tells you where the car is. But sensors "jitter." The GPS might say the car is at 10 meters, but it has a margin of error of ±1 meter. 3. The Update (The "Correction") kalman filter for beginners with matlab examples download