万向节
惯性导航系统
控制理论(社会学)
校准
卡尔曼滤波器
旋转(数学)
扩展卡尔曼滤波器
计算机科学
惯性测量装置
导航系统
惯性基准装置
分段
惯性参考系
计算机视觉
工程类
数学
物理
人工智能
航空航天工程
数学分析
统计
量子力学
控制(管理)
作者
Bo Wang,Qian Ren,Zhihong Deng,Mengyin Fu
标识
DOI:10.1109/tie.2014.2361671
摘要
Navigation accuracy of an inertial navigation system can be significantly enhanced by rotating inertial measurement unit with gimbals. Therefore, nonorthogonal angles of gimbals, which are coupled into the navigation error during rotation, should be calibrated and compensated effectively. In this paper, the relationship model of nonorthogonal angles and navigation error is established. Then, the calibration scheme and observation equation during gimbals rotation is proposed. Proved by a piecewise constant system method, all of the error parameters are observable and can be estimated by an extended Kalman filter. Experimental results show that compared with the traditional method, the proposed method can substantially reduce velocity error on static base. Moreover, the position accuracy of long-term navigation under moving base is also significantly increased.
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