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首页> 外文期刊>Industrial Electronics, IEEE Transactions on >An Accelerometers-Size-Effect Self-Calibration Method for Triaxis Rotational Inertial Navigation System
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An Accelerometers-Size-Effect Self-Calibration Method for Triaxis Rotational Inertial Navigation System

机译:三轴旋转惯性导航系统的加速度计尺寸效应自校准方法

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摘要

Rotational inertial navigation system (RINS) could improve navigation performance by rotating the inertial measurement unit (IMU) with gimbals, and error parameters could be self-calibrated as well. However, accelerometers size effect would cause more influence on navigation accuracy in RINS than a strapdown inertial navigation system because of gimbals rotation, which should be calibrated and compensated for high-end application. In this paper, size effect and other IMU errors are calibrated through optimal estimation with navigation errors in triaxis RINS. The rotation scheme is designed by the characteristics of size effect and other errors, and all errors are verified to be observable by piece-wise constant system method and singular value decomposition method. The self-calibration method is tested by simulations and experiments. The calibration repeatability of size-effect parameters is less than 0.15 cm, while other IMU errors reach higher calibration accuracy compared with traditional methods. Navigation experiments indicate that the sharply changing velocity errors are greatly corrected after compensation, and position and velocity accuracy have improved 30% and 70%, respectively, during 12-h navigation experiment. Therefore, the navigation performance of RINS could be further improved in both the short term and long term with the proposed self-calibration method.
机译:旋转惯性导航系统(RINS)可以通过用万向节旋转惯性测量单元(IMU)来改善导航性能,并且误差参数也可以进行自校准。但是,由于万向节旋转,加速度计的尺寸效应会比捷联惯性导航系统对RINS的导航精度产生更大的影响,应针对高端应用进行校准和补偿。在本文中,通过对三轴RINS中的导航误差进行最优估计,对尺寸效应和其他IMU误差进行了校准。根据尺寸效应和其他误差的特点设计了旋转方案,并通过分段常数系统法和奇异值分解法对所有误差进行了验证。通过仿真和实验测试了自校准方法。尺寸效应参数的校准重复性小于0.15 cm,而其他IMU错误与传统方法相比具有更高的校准精度。导航实验表明,在经过12小时的导航实验后,补偿后可以大大纠正急剧变化的速度误差,并且位置和速度精度分别提高了30%和70%。因此,提出的自校准方法可以在短期和长期内进一步改善RINS的导航性能。

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