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Unscented Kalman Filter for Autonomous Warship Attitude Determination 被引量:1

Unscented Kalman Filter for Autonomous Warship Attitude Determination
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摘要 To address a problem of autonomous attitude determination algorithm using gravitational field and geomagnetic field observation, a new recursive optimization autonomous attitude estimation algorithm is proposed. The algorithm is based on unscented Kalman filter(UKF), and can synchronously provide the attitude rate information. The simulated results show that the measurement precision of the method could be increased by 2 times compared to that of the common methods. To address a problem of autonomous attitude determination algorithm using gravitational field and geomagnetic field observation, a new recursive optimization autonomous attitude estimation algorithm is proposed. The algorithm is based on unscented Kalman filter(UKF), and can synchronously provide the attitude rate information. The simulated results show that the measurement precision of the method could be increased by 2 times compared to that of the common methods.
出处 《Defence Technology(防务技术)》 SCIE EI CAS 2005年第1期83-86,共4页 Defence Technology
关键词 卡尔曼滤波 战舰设计 非线性估计 姿态确定 navigation attitude determination nonlinear estimation warship
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