基于改进互补滤波的姿态分辨率方法研究

Hongbin Yu, Shuangyang Yang
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引用次数: 0

摘要

针对飞机顶升过程中飞机水平姿态监测系统精度不高,部分人员需要通过微调指示器判断飞机是否水平的问题。因此,提出了一种基于改进型互补滤波和 EKF/KF 融合的姿态计算方法。在该方法中,陀螺仪和加速度计的数据通过互补滤波和 PID 算法进行融合,得到的姿态数据和加速度计的输出数据通过扩展卡尔曼滤波器进行融合。最后,通过线性卡尔曼滤波器将获得的姿态角中的航向角与磁力计数据融合,得到最终姿态。至此,飞机顶升过程中的最优姿态估计就完成了。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Attitude Resolution Method Based on Improved Complementary Filtering
Aiming at the problem that the accuracy of the attitude monitoring system of the aircraft horizontal attitude is not high in the process of aircraft jacking, and some staff need to determine whether the aircraft is level through the trim indicator. Therefore, an attitude calculation method based on improved complementary filtering and EKF/KF fusion was proposed. In this method, the data of gyroscope and accelerometer are fused by complementary filtering and PID algorithm, and the obtained attitude data and the output data of the accelerometer are fused by extended Kalman filter. Finally, the heading Angle in the obtained attitude Angle is fused with the magnetometer data by linear Kalman filter to obtain the final attitude. The optimal attitude estimation of the aircraft jacking process is completed.
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