Error analysis of strapdown inertial navigation using dual quaternion algebra

Yuanxin Wu, Xiaoping Hu, Mei-ping Wu, D. Hu
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引用次数: 4

Abstract

The general displacement of a rigid body in a strapdown inertial navigation system (SDINS) is traditionally separately modeled and analyzed using matrix algebra, i.e., direction cosine matrix or quaternion for rotation analysis and vector for translation analysis. This paper adopts dual quaternion algebra, a most concise and unified mathematical tool, to represent the general displacement of a rigid body and analyze the error characteristics of SDINS. The content of this paper is organized as follows. First of all, the continuous strapdown inertial navigation equations are developed in terms of dual quaternions. Then two error models of SDINS are derived based on quaternion algebra, namely, the additive dual quaternion error (ADQE) model and multiplicative dual quaternion error (MDQE) model. It is shown that the equivalent tilt (ET) error model, which is the attitude error propagation model in conventional SDINS, can be classified into the MDQE model. The error analysis in this paper will help to construct the future filtering algorithms based on dual quaternions, such as for the integrated navigation aided by dynamic vision.
基于对偶四元数代数的捷联惯性导航误差分析
捷联惯导系统(SDINS)中刚体的一般位移通常采用矩阵代数分别建模和分析,即旋转分析采用方向余弦矩阵或四元数,平移分析采用矢量。本文采用对偶四元数代数这一最简洁、统一的数学工具来表示刚体的一般位移,并分析了SDINS的误差特性。本文的内容组织如下:首先,用对偶四元数的形式建立了连续捷联惯性导航方程。然后基于四元数代数推导了SDINS的两种误差模型,即加性对偶四元数误差(ADQE)模型和乘性对偶四元数误差(MDQE)模型。结果表明,等效倾角(ET)误差模型是传统SDINS的姿态误差传播模型,可归为MDQE模型。本文的误差分析有助于构建未来基于对偶四元数的滤波算法,如基于动态视觉的组合导航。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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