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An effortless procedure to align the local frame of an inertial measurement unit to the local frame of another motion capture system

机译:轻松地将惯性测量单元的本地框架与另一个运动捕捉系统的本地框架对齐的过程

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摘要

Inertial measurement units (IMUs) offer great opportunities to analyze segmental and joints kinematics. When combined with another motion capture system (MCS), for example, to validate new IMU-based applications or to develop mixed systems, it is necessary to align the local frame of the IMU sensors to the local frame of the MCS. Currently, all alignment methods use landmarks on the IMU's casing. Therefore, they can only be used with well-documented IMUs and they are prone to error when the IMU's casing is small. This study proposes an effortless procedure to align the local frame of any IMU to the local frame of any other MCS able to measure the orientation of its local frame. The general concept of this method is to derive the gyroscopic angles for both devices during an alignment movement, and then to use an optimization algorithm to calculate the alignment matrix between both local frames. The alignment movement consists of rotations around three more or less orthogonal axes and it can easily be performed by hands. To test the alignment procedure, an IMU and a magnetic marker were attached to a plate, and 20 alignment movements were recorded. The maximum errors of alignment (accuracy±precision) were 1.02°±0.32° and simulations showed that the method was robust against noise that typically affect IMUs. In conclusion, this study describes an efficient alignment procedure that is quick and easy to perform, and that does not require any alignment device or any knowledge about the IMU casing.
机译:惯性测量单元(IMU)提供了分析分段和关节运动学的绝佳机会。例如,当与另一个运动捕捉系统(MCS)结合使用以验证基于IMU的新应用程序或开发混合系统时,必须将IMU传感器的局部框架与MCS的局部框架对齐。当前,所有对准方法都使用IMU外壳上的界标。因此,它们只能与有据可查的IMU一起使用,并且当IMU的外壳很小时,它们很容易出错。这项研究提出了一种轻松的过程,可以将任何IMU的局部框架与能够测量其局部框架方向的任何其他MCS的局部框架对齐。此方法的一般概念是在对齐运动期间导出两个设备的陀螺仪角度,然后使用优化算法来计算两个局部帧之间的对齐矩阵。对准运动包括围绕三个或更多或更少的正交轴的旋转,并且可以很容易地用手完成。为了测试对准程序,将IMU和磁性标记器连接到板上,并记录20次对准运动。对准的最大误差(精度±精度)为1.02°±0.32°,仿真表明该方法对通常影响IMU的噪声具有鲁棒性。总而言之,这项研究描述了一种高效,快速,易于执行的对准程序,不需要任何对准设备或有关IMU外壳的任何知识。

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