A significant part of my contribution lies in advancing RFID tag identification technology. I have developed and refined knowledge-based query tree algorithms that enhance identification efficiency through innovative mechanisms, including bit-tracking, shortcutting, and distinguished-bit techniques. These contributions have significantly enhanced both the speed and accuracy of RFID systems, providing critical improvements for IoT environments where rapid and reliable tag processing is crucial.