This paper presents the torque estimation method for position sensorless drive of permanent magnet synchronous motors that is robust to motor parameter variation. The proposed method estimates torque by using sinusoidal components in instantaneous power variation caused by injecting the high frequency test signal to the current phase. The experimental results show that the consistency in estimated torque accuracy without depending upon the motor parameters. Further, the method is robust to the position error.