利用卡尔曼滤波确定物体在空间中的方向

J. Kowal, S. Blok, A. Sioma
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引用次数: 1

摘要

利用陀螺仪和加速度计等惯性传感器的测量,可以在空间中定义固体的方向。要解决这一任务,一种类型的传感器是不够的,因为个别测量之间存在一定的依赖关系。在飞机导航和自动驾驶系统中,必须使用方向估计。它使用了众所周知的滤波器、变换和先进的卡尔曼滤波器的独特组合,以确定确定物体在空间中的方向的三个欧拉角。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Determining the orientation of a body in space using the Kalman filter
Using measurements from inertial sensors such as gyroscopes and accelerometers and other, orientation of solids can be defined in space. To solve this task, one type of sensor is not enough, because there are certain dependencies between the individual measurements. Estimation of orientation must be used in navigation and autopilot systems in aircraft. It uses a unique combination of well known filters, transformation and advanced Kalman filter in order to determine the three Euler angles that define the orientation of the body in space.
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