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Progressive haptic and visual guidance for training in a virtual dynamic task

机译:用于虚拟动态任务训练的渐进式触觉和视觉指导

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This paper presents the design and implementation of a novel progressive haptic guidance scheme and a similar visual guidance scheme for acquisition of a dynamic motor skill. The paper compares the schemes' performance to each other and to practice alone without any form of guidance. The target-hitting task is represented in a visual and haptic virtual environment and implemented in a training protocol that lasts eleven sessions over a two-month period. The progressive guidance controller employs as inputs two expertise-based performance measures, trajectory error and input frequency. The analysis of the experimental results demonstrates that while guidance is active, haptic guidance outperforms both visual guidance and practice alone (no guidance) until late in the protocol when all three groups saturate at the same level of performance. The results fail to show significant differences in training outcomes because the performance of all participants saturates toward the end of the protocol. The key implication of the experimental findings is that visual and haptic guidance presented in a progressive manner have no detrimental effects on performance. Our results confirm that haptic guidance, based on skill component measures, is effective early in the training protocol when participants are only beginning to understand the components of the task but should be progressively removed to avoid possible negative dependence on the guidance.
机译:本文介绍了一种新颖的渐进式触觉指导方案和类似的视觉指导方案的设计和实现,以获取动态运动技能。本文将方案的性能相互比较,并且在没有任何形式指导的情况下单独进行了比较。击中目标的任务在视觉和触觉的虚拟环境中表示,并以训练协议实施,该协议在两个月的时间内持续十一节课。渐进式制导控制器采用两种基于专业知识的性能度量,即轨迹误差和输入频率。对实验结果的分析表明,在进行主动指导的同时,触觉指导的效果优于单独的视觉指导和实践(无指导),直到协议中的后期,当所有三个组都以相同的水平达到饱和时。结果未能显示出训练结果的显着差异,因为所有参与者的表现都将在协议结束时达到饱和。实验结果的关键含义在于,以渐进方式呈现的视觉和触觉指导不会对性能产生不利影响。我们的结果证实,当参与者只是开始了解任务的组成部分,但应逐步删除,以免可能对指导产生负面影响时,基于技能组成指标的触觉指导在训练方案的早期是有效的。

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