Research on the Update Method of Attitude Quaternion for Strapdown Inertial Navigation

被引:2
|
作者
Zhang, Debiao [1 ]
Li, Jie [1 ,2 ]
Liu, Yang [1 ]
Wei, Xiaokai [1 ]
Feng, Kaiqiang [1 ]
机构
[1] North Univ China, Key Lab Instrumentat Sci & Dynam Measurement, Taiyuan 030051, Peoples R China
[2] North Univ China, Natl Key Lab Elect Measurement Technol, Taiyuan 030051, Peoples R China
基金
中国国家自然科学基金;
关键词
Quaternions; Mathematical model; Inertial navigation; Taylor series; Differential equations; Approximation algorithms; Position measurement; Attitude quaternion; algorithm; drift error;
D O I
10.1109/ACCESS.2021.3058284
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the strapdown inertial navigation system, the accuracy of the solving attitude and position is closely related to the quaternion update algorithm. For this reason, what method is used to update the quaternion has become an important project. At present, the primary method is to update the quaternion by solving the equivalent rotation vector. A new quaternion update method is proposed in this paper. By using the third-order and fifth-order Taylor series to approximate the solution of the quaternion differential equation, two attitude quaternion update equations are derived. For single sample and two samples two cases, the derived formula is completely consistent with the common formula derived based on the equivalent rotation vector method. For the three samples in the coning motion environment, the fifth-order formula is derived in this paper, the error analysis method is applied to assess the accuracy of the formula, the two coefficients of the formula correction is optimized, and the drift rate error and drift rate are calculated, which are compared with the drift rate errors of the optimized three-sample equivalent rotation vector algorithm. The expressions for calculating the drift rate errors of the two are the same, and the calculation results are the same. In order to simplify the calculation, the established fifth-order formula is simplified to fourth-order one in this paper, but the drift rate error and drift rate remain unchanged. Finally, simulations and experiments demonstrate the correctness of the attitude quaternion update method proposed in this paper. The attitude quaternion update method proposed in this paper has certain theoretical research and application value for the attitude and position calculation of strapdown inertial navigation application, as well as the further studies of integrated navigation algorithm, and enriches the theoretical system of inertial navigation.
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页码:26221 / 26233
页数:13
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