A system and method for compensating sensor signals. The system includes a first sensor, a second sensor, a fuzzy logic module, and a Kalman filter module. The first sensor is configured to generate a first signal corresponding to a first condition of a vehicle. The second sensor is configured to generate a second signal corresponding to a second condition of the vehicle. The fuzzy logic module is configured to output a first set of values based on a signal stability of at least the second signal. The Kalman filter module is configured to receive the first set of values and the first signal and estimate a sensor compensation signal based on at least the first set of values and the first signal.