Figure 5.The true resistance of a resistor in an environment with a widely varying temperature is not quite constant. If this is modeled assuming a variation with an average of zero and a variance of 0.25 ohms², the Kalman filter estimate of the resistance variance converges to 0.4 ohms² after only a few measurements.