Validation of Vibrotactile Feedback to Improve Selective Motor Units Recruitment

Davide Deiana, Mattia Pinardi, A. Noccaro, Michela Iandoli, G. D. Pino, D. Formica
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Abstract

Recently, muscle interfaces have been used to control external devices through the activation of single motor units. In the present study, we proposed and validated two different vibro-tactile feedback strategies designed to convey information about the firing rate of two motor units active at the same time. In a two-alternative forced-choice task, participants had to discriminate the higher vibration frequency among the ones of two vibrotactile stimulators placed on their arms. Spike strategy and continuous strategy were tested in two different experiments and motor units’ activation was simulated. The spike strategy directly translates the discharge activity of motor units into a vibratory burst with a 1-to-1 conversion, i.e. each spike of one motor unit triggers a single burst of the corresponding vibrator. This was evaluated in two body configurations, i.e. same forearm versus different arms. The continuous strategy mapped the discharge activity of motor units into a continuous vibration exploiting the entire operative range of vibrotactile stimulators. A single-body configuration was tested (i.e. two different arms). Participants’ responses were fitted with a psychometric sigmoid curve (i.e. a psychometric model commonly applied to detection and discrimination tasks), and the discrimination accuracy index was used to evaluate the feedback strategies. Results from Experiment 1 showed that the continuous strategy worked better when the stimulators were placed on two different arms, but overall discrimination performance was poor. Experiment 2 showed that both the continuous strategy conveyed vastly superior overall performance compared to the continuous strategy.
振动触觉反馈改善选择性运动单元招募的有效性验证
最近,肌肉接口已被用于通过激活单个运动单元来控制外部设备。在本研究中,我们提出并验证了两种不同的振动触觉反馈策略,旨在传递有关两个运动单元同时活动的发射速率的信息。在一项两种选择的强迫选择任务中,参与者必须在手臂上放置的两个振动触觉刺激器中分辨出振动频率较高的那个。在两个不同的实验中测试了脉冲策略和连续策略,并模拟了运动单元的激活。该尖峰策略直接将运动单元的放电活动转化为具有1对1转换的振动突发,即一个运动单元的每个尖峰触发相应振动子的单个突发。这是在两种身体结构中进行评估的,即相同的前臂与不同的手臂。连续策略将运动单元的放电活动映射成一个连续的振动,利用振动触觉刺激器的整个工作范围。测试了一个单体结构(即两个不同的臂)。采用心理测量s型曲线拟合被试的反应(一种常用的心理测量模型,用于检测和判别任务),并采用判别准确度指数评价反馈策略。实验1的结果表明,当刺激器放置在两个不同的手臂上时,连续策略的效果更好,但总体辨别效果较差。实验2表明,连续策略与连续策略相比,整体表现明显优于连续策略。
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