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G+: A nice programmer's introduction to the Kalman filter

David Coles
A nice programmer's introduction to the Kalman filter. Works great for any discrete time problem where you have noisy measurements but a decent model.

Greg Czerniak's Website - Kalman Filters for Undergrads 1