Assessment of the visual noise influence on muscle activation during a tracking task

Silvia Buscaglione, A. Noccaro, G. D. Pino, D. Formica
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Abstract

It is known how humans exploit their muscle contraction to increase the accuracy of their movements, in order to compensate for haptic disturbance or a combination of haptic and visual noise, but it is unclear the individual contribution of visual noise to muscle activity. Here, we aim to investigate the activation of the arm muscle during a 3-DoFs tracking task in presence of visual noise without any haptic feedback using a robotic interface. We evaluated four different levels of visual noise together with a no-noise condition. Tracking performance was assessed in terms of position and orientation error. An index of global muscle activation was obtained through data recorded with six EMG sensors placed on the participant’s arm used in the tracking task. We observed that muscle activation decreased with the increment in visual noise for the first three levels. On the other hand, the muscle activation for the fourth noise level increased with respect to the third one, reaching values similar to the no-noise condition. As in previous studies, we obtained a linear relationship between tracking errors and visual noise with bigger errors corresponding to higher standard deviation values of the noise, while muscle co-contraction showed a more complex behaviour.
跟踪任务中视觉噪声对肌肉激活影响的评估
我们知道人类如何利用肌肉收缩来提高运动的准确性,以补偿触觉干扰或触觉和视觉噪声的组合,但视觉噪声对肌肉活动的个体贡献尚不清楚。在这里,我们的目的是研究在没有任何触觉反馈的视觉噪声的情况下,使用机器人界面进行3点跟踪任务时手臂肌肉的激活。我们评估了四种不同程度的视觉噪声以及无噪声条件。根据位置和方向误差评估跟踪性能。通过在跟踪任务中放置在参与者手臂上的六个肌电图传感器记录的数据,获得了全球肌肉激活指数。我们观察到,在前三个水平,肌肉的激活随着视觉噪声的增加而减少。另一方面,相对于第三个噪音水平,第四个噪音水平的肌肉激活度增加,达到与无噪音条件相似的值。与之前的研究一样,我们得到了跟踪误差与视觉噪声之间的线性关系,误差越大,噪声的标准差值越高,而肌肉共收缩表现出更复杂的行为。
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