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초록
This paper proposed advanced LANDMARC with adaptive k-nearest neighbor algorithm for RFID location system. LANDMARC was based on Received Signal Strength (RSS). It sometimes showed bad performance for fluctuation. Therefore, adaptive k-nearest neighbor algorithm was introduced for improving accuracy and was applied to original LANDMARC. In our simulation, we showed that the proposed method can achieve a better performance for location sensing.
키워드
k-nearest algorithm; LANDMARC; Location sensing; RFID; K nearest neighbor algorithm; k-nearest algorithm; LANDMARC; Location sensing; Location systems; Received signal strength; RFID; Algorithms
- 제목
- Advanced LANDMARC with adaptive k-nearest algorithm for RFID location system
- 저자
- Han, Kyuwon; Cho, Sung Ho
- 발행일
- 2010-12
- 유형
- Conference Paper
- 저널명
- Proceedings - 2010 2nd IEEE International Conference on Network Infrastructure and Digital Content, IC-NIDC 2010
- 페이지
- 595 ~ 598