Scaled UKF with reduced sigma points for initial alignment of SINS

Yuliang Mao*, Jiabin Chen, Chunlei Song, Weisheng Wu

*此作品的通讯作者

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

The error model of the initial alignment of strapdown inertial navigation system (SINS) is nonlinear when the azimuth angle error is large. As the dimension of the system increases, the computation of the sigma points needed by UKF becomes burdensome, and the sigma points are no longer local sampling points. These non-local sigma points can't represent the system state correctly, and are prone to causing estimate error. In this paper, an improved filtering method combing the reduced sigma points UKF and the scaled UKF is proposed and implemented for initial alignment of SINS. The experiment results show that it yields better performance than EKF.

源语言英语
主期刊名Proceedings of the 30th Chinese Control Conference, CCC 2011
106-110
页数5
出版状态已出版 - 2011
活动30th Chinese Control Conference, CCC 2011 - Yantai, 中国
期限: 22 7月 201124 7月 2011

出版系列

姓名Proceedings of the 30th Chinese Control Conference, CCC 2011

会议

会议30th Chinese Control Conference, CCC 2011
国家/地区中国
Yantai
时期22/07/1124/07/11

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