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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.