I. Introduction
With the increase of the system scales, the widely used sensors play an important role in modern systems. The failures of the sensors will bring information deviations to the system, and the deviations will be propagated deeply and widely in the system due to the complicated coupling relations, which may cause unpredictable consequences. For the modern automation systems, safety and reliability are of great importance, which are affected by the sensor faults seriously.