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

机译:惯性运动捕捉系统定向估计算法精度评估的参考数据集

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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,我们描述了免费提供的存储库RepoIMU,该存储库是为满足惯性运动捕获系统的方向估计算法评估需求而提出的。此类算法融合了来自IMU传感器(加速度计,磁力计和陀螺仪)的数据。尽管这样的系统越来越受欢迎,但是在其开发中使用的方法的评估仍未在文献中很好地涵盖。在提供的存储库中,与许多其他存储库不同,来自IMU传感器的信号被组合成易于解释的运动学链,并且不仅被裁剪成从精确的光学运动捕获系统获得的参考方向,还被同步化。

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