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Indoor Positioning System Using Robust Outlier Extended Kalman Filter
- 김동선;
- 염학선;
- 김선우
초록
In this paper, Indoor Positioning System based on Wi-Fi system which is one of the key technology in LBS(Location Based Service) is proposed. The proposed system estimates distance between MS(Mobile Station) and AP(Access Point) using RSSI(Received Signal Strength Indicator). RSSI is affected by outlier that originate from indoor environment complexity and obstacle. In this paper, we introduce a Robust outlier Extended Kalman Filter that can ignore, real-time outlier in the observations. To demonstrate performance of proposed indoor positioning system, we used a PDA as the MS.
키워드
Indoor Positioning System; RSSI; EKF; Outlier; Indoor Positioning System; RSSI; EKF; Outlier
- 제목
- 이상 잡음에 강인한 확장 칼만 필터를 이용한 실내 위치 추정 시스템
- 제목 (타언어)
- Indoor Positioning System Using Robust Outlier Extended Kalman Filter
- 저자
- 김동선; 염학선; 김선우
- 발행일
- 2009-09
- 저널명
- 한국전자파학회 논문지
- 권
- 20
- 호
- 9
- 페이지
- 954 ~ 959