GSTDTAP  > 地球科学
DOI10.1126/science.aal5054
Human-in-the-loop optimization of exoskeleton assistance during walking
Zhang, Juanjuan1,2; Fiers, Pieter1; Witte, Kirby A.1; Jackson, Rachel W.1; Poggensee, Katherine L.1; Atkeson, Christopher G.3; Collins, Steven H.1,3
2017-06-23
发表期刊SCIENCE
ISSN0036-8075
EISSN1095-9203
出版年2017
卷号356期号:6344页码:1280-1283
文章类型Article
语种英语
国家USA; Singapore
英文摘要

Exoskeletons and active prostheses promise to enhance human mobility, but few have succeeded. Optimizing device characteristics on the basis of measured human performance could lead to improved designs. We have developed a method for identifying the exoskeleton assistance that minimizes human energy cost during walking. Optimized torque patterns from an exoskeleton worn on one ankle reduced metabolic energy consumption by 24.2 +/- 7.4% compared to no torque. The approach was effective with exoskeletons worn on one or both ankles, during a variety of walking conditions, during running, and when optimizing muscle activity. Finding a good generic assistance pattern, customizing it to individual needs, and helping users learn to take advantage of the device all contributed to improved economy. Optimization methods with these features can substantially improve performance.


领域地球科学 ; 气候变化 ; 资源环境
收录类别SCI-E
WOS记录号WOS:000403881700039
WOS关键词ENERGETIC COST ; ANKLE ; PROSTHESIS ; DESIGN ; WORK ; GAIT
WOS类目Multidisciplinary Sciences
WOS研究方向Science & Technology - Other Topics
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文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/196317
专题地球科学
资源环境科学
气候变化
作者单位1.Carnegie Mellon Univ, Dept Mech Engn, Pittsburgh, PA 15213 USA;
2.Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, Singapore;
3.Carnegie Mellon Univ, Inst Robot, Pittsburgh, PA 15213 USA
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GB/T 7714
Zhang, Juanjuan,Fiers, Pieter,Witte, Kirby A.,et al. Human-in-the-loop optimization of exoskeleton assistance during walking[J]. SCIENCE,2017,356(6344):1280-1283.
APA Zhang, Juanjuan.,Fiers, Pieter.,Witte, Kirby A..,Jackson, Rachel W..,Poggensee, Katherine L..,...&Collins, Steven H..(2017).Human-in-the-loop optimization of exoskeleton assistance during walking.SCIENCE,356(6344),1280-1283.
MLA Zhang, Juanjuan,et al."Human-in-the-loop optimization of exoskeleton assistance during walking".SCIENCE 356.6344(2017):1280-1283.
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