Comment by rightbyte

"I have to tell you about the Kalman filter, because what it does is pretty damn amazing."

Not really, no. Kalman filters are the optimal way of removing white noise from simulations you yourself are adding.

Good luck getting the covariance matrix right in practice. Usually it is diagonal and essentially a simple low pass filter with a fancy name.