Abstract: The paper introduced composition and working principle of mine-used sensor, analyzed form of false data of mine-used sensor and their generation causes. It put forward basic methods of filtering false data from design of anti-interference, design of low power-consumption and signal output way. The practical application showed that the method reduces probability of false data generation of mine-used sensor and improves stability of mine-used sensor and reliability of safety monitoring and control system.