The model reference adaptive technique is applied in the sensorless control system of PMSM. On the basis of PMSM mathematical model, a MRAS observer is designed to estimate the motor rotor speed, the stability of system is analyzed and the simulation model is built by Simulink. The simulation results show that the system tracks the motor speed accurately, and it has better dynamic performance and strong robustness.