面向平台无关Imu姿态对准的AHRS算法概念

IF 0.3 Q4 REMOTE SENSING
D. Tomaszewski, J. Rapiński, R. Pelc-Mieczkowska
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引用次数: 7

摘要

如今,随着科技的进步,各种类型的导航系统得到了迅速的发展。目前最流行的卫星导航,是利用其他测量系统计算出的定位结果来支持的。集成的方法和方式将直接取决于所开发系统的目标。为了增加读数频率和改善户外导航系统的操作,将支持具有惯性导航的卫星导航系统(GPS, GLONASS等)。这种导航方法包括几个步骤。第一阶段是确定惯性测量单元的初始方位,称为惯导系统对准。在此过程中,根据加速度和角速度读数,计算欧拉角(俯仰,横摇,偏航)的值,允许传感器坐标系相对于外部坐标系的明确方向。下面的研究提出了AHRS(姿态和航向参考系统)算法的概念,允许定义欧拉角。这项研究是利用低成本MEMS手机传感器的读数进行的。随后对研究结果进行分析,确定特征算法的准确性。在实验的基础上,说明了所开发算法的合法性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Concept of AHRS Algorithm Designed for Platform Independent Imu Attitude Alignment
Abstract Nowadays, along with the advancement of technology one can notice the rapid development of various types of navigation systems. So far the most popular satellite navigation, is now supported by positioning results calculated with use of other measurement system. The method and manner of integration will depend directly on the destination of system being developed. To increase the frequency of readings and improve the operation of outdoor navigation systems, one will support satellite navigation systems (GPS, GLONASS ect.) with inertial navigation. Such method of navigation consists of several steps. The first stage is the determination of initial orientation of inertial measurement unit, called INS alignment. During this process, on the basis of acceleration and the angular velocity readings, values of Euler angles (pitch, roll, yaw) are calculated allowing for unambiguous orientation of the sensor coordinate system relative to external coordinate system. The following study presents the concept of AHRS (Attitude and heading reference system) algorithm, allowing to define the Euler angles.The study were conducted with the use of readings from low-cost MEMS cell phone sensors. Subsequently the results of the study were analyzed to determine the accuracy of featured algorithm. On the basis of performed experiments the legitimacy of developed algorithm was stated.
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来源期刊
自引率
28.60%
发文量
5
审稿时长
12 weeks
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