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Reference Data Set for Accuracy Evaluation of Orientation Estimation Algorithms for Inertial Motion Capture Systems

机译:参考数据集,用于惯性运动捕获系统方向估计算法的精度评估

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In this paper, we describe the freely available repository, RepoIMU, proposed for the needs of orientation estimation algorithm evaluation for inertial motion capture systems. Such algorithms fuse data from IMU sensors - accelerometer, magnetometer and gyroscope. Although such systems gain in popularity, the evaluation of methods used in their development is still not well covered in literature. In presented repository, unlike many others, signals from IMU sensors combined into easily interpretable kinematic chain are synchronized, and not only cropped to, reference orientation obtained from accurate optical motion capture system.
机译:在本文中,我们描述了可自由的存储库,追回船舶,提出了惯性运动捕获系统的定向估计算法评估的需要。此类算法来自IMU传感器的熔丝数据 - 加速度计,磁力计和陀螺仪。虽然这种系统的流行度,但在其发展中使用的方法的评估仍然没有很好地覆盖于文学中。在呈现的存储库中,与许多其他储存器不同,来自IMU传感器的信号组合成易于解释的运动链是同步的,并且不仅裁剪,而且不仅从精确的光学运动捕获系统获得的参考方向。

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