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Indoor Positioning System Using Robust Outlier Extended Kalman Filter

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 SystemRSSIEKFOutlierIndoor Positioning SystemRSSIEKFOutlier
제목
이상 잡음에 강인한 확장 칼만 필터를 이용한 실내 위치 추정 시스템
제목 (타언어)
Indoor Positioning System Using Robust Outlier Extended Kalman Filter
저자
김동선염학선김선우
발행일
2009-09
저널명
한국전자파학회 논문지
20
9
페이지
954 ~ 959