GPS/INS 초강결합 기법에 대한 UKF의 성능분석

Performance Investigation of the Unscented Kalman Filterfor Ultra-tightly GPS/INS Integration

초록

GPS and INS can be integrated in 3 ways of loose, tight, and ultra-tight configuration. This paper investigates the performance of GPS/INS ultra-tightly integrated system when unscented Kalman filter(UKF) is adopted as well as extended Kalman filter(EKF). Covariance analysis is performed using UFK and EKF for tightly coupled and ultra-tightly coupled systems. Various trajectories such as straight, circle, S-shape, spiral are considered for the simulations of covariance analysis.

키워드

unscented Kalman filter; positioning; GPS/INS; ultra-tightly integration
제목
GPS/INS 초강결합 기법에 대한 UKF의 성능분석
제목 (타언어)
Performance Investigation of the Unscented Kalman Filterfor Ultra-tightly GPS/INS Integration
저자
조영석; 심덕선; 양철관; 박진우
발행일
2007-08
저널명
제어.로봇.시스템학회 논문지
권
13
호
8
페이지
817 ~ 823