Rotation and Acceleration Based Adaptation for Attitude and Heading Reference System

被引:0
|
作者
Ozgeneci, Mehmet Ercin [1 ]
Ciloglu, Tolga [1 ]
机构
[1] Orta Dogu Tekn Univ, Elekt & Elekt Muhendisligi Bolumu, Ankara, Turkey
关键词
AHRS; MEMS IMU; Adaptive Kalman Filter;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, a new adaptive method is proposed for Attitude and Heading Reference System (AHRS) using MEMS IMU sensors. In this work, Euler angles calculation using gyroscope outputs is combined with the estimation of these angles by using accelerometer and magnetometer. Kalman filtering technique is used for this fussion. For the state space equations, proper sensor output model is adopted for MEMS IMUs and a new adaptation method is presented by considering not only the total acceleration of the system, but also the highly dynamic rotations. The designed system is tested and compared with the conventional adaptive AHRS with the same data set which is acquired from a real low-cost MEMS IMU sensor. The results seem to be satisfactory and new adaptation method improves the attitude angle estimation especially when the system makes highly dynamic motions.
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页数:4
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