Accurate Attitude Inizialization Procedure based on MEMS IMU and Magnetometer Integration

G. de Alteriis, V. Bottino, C. Conte, G. Rufino, R. S. Lo Moriello
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引用次数: 8

Abstract

The paper presents an innovative strategy to measure the initial heading of a vehicle in the local reference frame by means of a tactical-grade MEMS-based inertial measurement unit and a low-cost MEMS magnetometer. The developed system allows not only to pointing the North direction but also to assure the stability of the attitude estimates overcoming bias and drift errors affecting the measures of this type of sensors and keeping the advantages of the MEMS sensors technology such as small volume, lightweight and flexibility. The proposed integrated solution exploits an indirect gyrocompassing strategy through an error-state Kalman Filter algorithm for the coarse alignment aided by the magnetic Earth field measurements. The system performance is preliminarily assessed in static conditions and compared with a certified reference system in order to verify its compliance with the requirement for Small Unmanned Aerial System.
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基于MEMS、IMU和磁强计集成的精确姿态初始化方法
本文提出了一种利用战术级MEMS惯性测量单元和低成本MEMS磁强计在局部参考系中测量车辆初始航向的创新策略。所开发的系统不仅可以指向北方方向,而且可以保证姿态估计的稳定性,克服了影响这类传感器测量的偏差和漂移误差,并保持了MEMS传感器技术体积小、重量轻、灵活等优点。提出的综合解决方案利用误差状态卡尔曼滤波算法,采用间接陀螺罗盘策略,在磁场测量辅助下进行粗对准。在静态条件下对系统性能进行了初步评估,并与认证的参考系统进行了比较,以验证其符合小型无人机系统的要求。
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