To accurately obtain the speed and rotor position of permanent magnet synchronous motor, an adaptive sliding mode observer for rotor position and speed estimating is proposed. The sliding mode observer is improved by using adaptively switching function, adaptive low-pass filter, the rotor angle estimation error compensation. Simulation results show that the proposed method can both quickly and accurately track rotor position and speed, have good system performance.