可穿戴技术在人类运动技能学习与优化中的挑战与未来

Gongbing Shan
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引用次数: 1

摘要

学习如何移动是一项具有挑战性的任务。即使是最基本的步行运动技能也需要多年的发展,并且由于年龄的增长和久坐不动的生活方式会迅速退化。更专业的技能,如芭蕾和足球中的杂技踢腿,需要“天赋”和多年的广泛练习才能完全掌握。如果操作不当,这些做法很容易造成伤害。三维动作捕捉技术是目前生物力学反馈训练中获取人类运动技能的最佳途径。由于其巨大的应用前景,可穿戴技术在生物反馈训练中引起了极大的兴趣。使用可穿戴技术,可以实时跟踪一些身体活动参数,以一种无创的方式来指示受训者的身体进步。然而,由于缺乏可靠的方法,生物力学可穿戴设备在人类运动技能学习、训练和优化方面的应用仍处于起步阶段。本章阐述了开发可穿戴生物力学反馈设备所面临的挑战,并预测了该领域的潜在突破。总体目标是促进可穿戴技术的跨学科研究,以改善我们的运动方式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Challenges and Future of Wearable Technology in Human Motor-Skill Learning and Optimization
Learning how to move is a challenging task. Even the most basic motor skill of walking requires years to develop and can quickly deteriorate due to aging and sedentary lifestyles. More specialized skills such as ballet and acrobatic kicks in soccer require “talent” and years of extensive practice to fully master. These practices can easily cause injuries if conducted improperly. 3D motion capture technologies are currently the best way to acquire human motor skill in biomechanical feedback training. Owing to their tremendous promise for a plethora of applications, wearable technologies have garnered great interest in biofeedback training. Using wearable technology, some physical activity parameters can be tracked in real time and a noninvasive way to indicate the physical progress of a trainee. Yet, the application of biomechanical wearables in human motor-skill learning, training, and optimization is still in its infant phase due to the absence of a reliable method. This chapter elaborates challenges faced by developing wearable biomechanical feedback devices and forecasts potential breakthroughs in this area. The overarching goal is to foster interdisciplinary studies on wearable technology to improve how we move.
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