Adaptive Unscented Kalman Filter Based Line of Sight Rate for Strapdown Seeker

科研成果: 书/报告/会议事项章节会议稿件同行评审

7 引用 (Scopus)

摘要

Line of sight (LOS) rate is required in accurate guidance way, whereas the strapdown seeker cannot measure the LOS rate directly. The unscented Kalman filter (UKF) is used in strapdown seeker since there is a strong nonlinearity in the state and measurement equations which is established by attitude and kinematic relationship between missile and target. In order to improve the robustness and precision of LOS rate estimation, an adaptive filtering algorithm is proposed in this paper to reasonably adjust the contribution of the dynamic model information. Simulation results indicate that compared to UKF, the adaptive UKF (AUKF) has a significant improvement in filtering accuracy.

源语言英语
主期刊名Proceedings 2018 Chinese Automation Congress, CAC 2018
出版商Institute of Electrical and Electronics Engineers Inc.
886-891
页数6
ISBN(电子版)9781728113128
DOI
出版状态已出版 - 2 7月 2018
活动2018 Chinese Automation Congress, CAC 2018 - Xi'an, 中国
期限: 30 11月 20182 12月 2018

出版系列

姓名Proceedings 2018 Chinese Automation Congress, CAC 2018

会议

会议2018 Chinese Automation Congress, CAC 2018
国家/地区中国
Xi'an
时期30/11/182/12/18

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