Shirinbayan S Iman, Rieger Jochem W
Department of Psychology, Carl von Ossietzky University of Oldenburg, Germany.
Department of Psychology, Carl von Ossietzky University of Oldenburg, Germany.
J Neurosci Methods. 2017 Mar 15;280:16-26. doi: 10.1016/j.jneumeth.2017.01.015. Epub 2017 Jan 29.
Functional magnetic resonance imaging is well suited to link neural population activation with movement parameters of complex natural arm movements. However, currently existing MR-compatible arm tracking devices are not constructed to measure arm joint movement parameters of unrestricted movements. Therefore, to date most research focuses on simple arm movements or includes very little knowledge about the actual movement kinematics.
We developed a low cost gyroscope-based arm movement tracking system (GAMTS) that features MR-compatibility. The system consists of dual-axis analogue gyroscopes that measure rotations of upper and lower arm joints. After MR artifact reduction, the rotation angles of the individual arm joints are calculated and used to animate a realistic arm model that is implemented in the OpenSim platform. The OpenSim platform can then provide the kinematics of any point on the arm model.
In order to demonstrate the capabilities of the system, we first assessed the quality of reconstructed wrist movements in a low-noise environment where typical MR-related problems are absent and finally, we validated the reconstruction in the MR environment.
The system provides the kinematics of the whole arm when natural unrestricted arm movements are performed inside the MR-scanner.
The GAMTS is reliably capable of reconstructing the kinematics of trajectories and the reconstruction error is small in comparison with the movement induced variation of speed, displacement, and rotation. Moreover, the system can be used to probe brain areas for their correlation with movement kinematics.
功能磁共振成像非常适合将神经群体激活与复杂自然手臂运动的运动参数联系起来。然而,目前现有的磁共振兼容手臂跟踪设备并非用于测量无限制运动的手臂关节运动参数。因此,迄今为止,大多数研究都集中在简单的手臂运动上,或者对实际运动运动学的了解非常少。
我们开发了一种具有磁共振兼容性的低成本基于陀螺仪的手臂运动跟踪系统(GAMTS)。该系统由测量上臂和下臂关节旋转的双轴模拟陀螺仪组成。在减少磁共振伪影后,计算各个手臂关节的旋转角度,并用于为在OpenSim平台中实现的逼真手臂模型制作动画。然后,OpenSim平台可以提供手臂模型上任何点的运动学信息。
为了展示该系统的能力,我们首先在不存在典型磁共振相关问题的低噪声环境中评估了重建手腕运动的质量,最后,我们在磁共振环境中验证了重建结果。
当在磁共振扫描仪内进行自然无限制的手臂运动时,该系统可提供整个手臂的运动学信息。
GAMTS能够可靠地重建轨迹的运动学,与速度、位移和旋转的运动诱导变化相比,重建误差较小。此外,该系统可用于探究脑区与运动运动学的相关性。