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Predicting reactive stepping in response to perturbations by using a classification approach

机译:通过使用分类方法预测响应扰动的反应性踩踏

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摘要

Human standing balance is related to the positioning and motion of the body’s Center of Mass (CoM), which can be considered as the average position of all body parts weighted according to their masses. In quiet standing, balance is maintained when the center of mass is maintained over the base of support (BoS), defined as the support polygon that is made up by the contact surfaces between the feet and the ground and the space in between. Humans use two distinct strategies to maintain standing balance without additional supports: feet-in-place strategies that do not change the BoS, and stepping strategies that do. Hence the question arises, when do people switch from a feet-in-place to a reactive stepping strategy to maintain balance? Answering this question would not only provide insight in human balance strategies, but is also relevant for human-like controller design in the fields of humanoid robotics and exoskeletons.
机译:人身常设平衡与身体质量中心(COM)的定位和运动有关,其可以被认为是根据其群体加权的所有身体部位的平均位置。在安静的身份中,当质量中心保持在支撑件(BOS)的底座上,定义为由脚和地之间的接触表面构成的支撑多边形以及之间的空间来保持平衡。人类使用两种不同的策略来维持立体平衡,无需额外支持:无法改变BOS的备份策略以及踩踏策略。因此,问题出现了,人们何时从一只脚转移到反应的步进战略以保持平衡?回答这个问题不仅会提供人性平衡策略的洞察力,而且还与人类机器人机器人和外骨骼领域的人类控制器设计相关。

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