Wi-Fi fingerprinting system is a very popular positioning method used in indoor spaces. However, the Wi-Fi RSS is changeable by multipath fading effect and interference due to walls, obstacles and people. Therefore, the Wi-Fi fingerprinting system produces low position accuracy. To solve these problems, this paper proposes a LED fingerprinting system for accurate indoor positioning. The proposed system uses a received optical power from LEDs and LED-Identification (LED-ID) instead of the Wi-Fi RSS. We show that our technique performs in terms of CDF by computer simulation results. From simulation results, the proposed system shows that a positioning accuracy is improved by 8.6 % on average.
목차
Abstract I. 서론 II. 시스템 모델 III. 모의실험 VI. 결론 감사의 글 참고문헌
키워드
LED fingerprinting systemindoor positioningVisible Light CommunicationsK-Nearest Neighbor algorithm