I. Introduction
Elimination of position sensors and their associated cables can be achieved by using the rotor position information provided by the “machine itself” in ac drives. At zero and low speed, position estimation relies on the tracking of machine spatial saliencies. With the high-frequency (HF) voltage persistent excitation, these saliencies are measurable through the current sensing from the inverter terminal [1] –[3]. For permanent-magnet (PM) machines startup, the magnet polarity detection is required to identify the location of the north pole or south pole for the field-oriented control [4].