Methods and systems of determining physical characteristics associated with objects tagged with Radio Frequency Identification (RFID) tags. At least some of the illustrative embodiments are methods comprising receiving an electromagnetic signal transmitted by a radio frequency identification (RFID) tag coupled to an object (the receiving the electromagnetic signal in response to an interrogating signal), and determining orientation of the object based, at least in part, on the electromagnetic signal.