Poster Abstract: Reachability and Controlled Invariance for Human Stability during Sit-to-Stand

Daphna Raz, Liren Yang, B. Umberger, N. Ozay
{"title":"Poster Abstract: Reachability and Controlled Invariance for Human Stability during Sit-to-Stand","authors":"Daphna Raz, Liren Yang, B. Umberger, N. Ozay","doi":"10.1145/3575870.3589548","DOIUrl":null,"url":null,"abstract":"Stable human movement is often defined as movement that does not lead to falling. The set of such movements is too broad to be encompassed by traditional notions of stability in control theory, such as stability about equilibria or trajectories. We propose framing the region of stable human movement, which we call the stabilizable region, as the backward reachable set of a controlled invariant set. We focus on sit-to-stand, which requires a high level of coordination and is a common setting for falls. Using tools from the hybrid systems community, we compute the stabilizable region for sit-to-stand under varying environmental and physiological conditions. We validate our results with a dataset of humans performing perturbed sit-to-stand.","PeriodicalId":426801,"journal":{"name":"Proceedings of the 26th ACM International Conference on Hybrid Systems: Computation and Control","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 26th ACM International Conference on Hybrid Systems: Computation and Control","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3575870.3589548","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Stable human movement is often defined as movement that does not lead to falling. The set of such movements is too broad to be encompassed by traditional notions of stability in control theory, such as stability about equilibria or trajectories. We propose framing the region of stable human movement, which we call the stabilizable region, as the backward reachable set of a controlled invariant set. We focus on sit-to-stand, which requires a high level of coordination and is a common setting for falls. Using tools from the hybrid systems community, we compute the stabilizable region for sit-to-stand under varying environmental and physiological conditions. We validate our results with a dataset of humans performing perturbed sit-to-stand.
摘要:人体坐立稳定性的可达性和可控不变性
稳定的人体运动通常被定义为不会导致跌倒的运动。这些运动的范围太广,无法被控制理论中传统的稳定性概念所包含,比如关于平衡或轨迹的稳定性。我们提出将人体稳定运动的区域,称为可稳定区域,作为控制不变集的后向可达集。我们专注于从坐到站,这需要高度的协调,是跌倒的常见设置。利用混合系统社区的工具,我们计算了在不同环境和生理条件下坐到站的稳定区域。我们用一个数据集来验证我们的结果,这个数据集是人类在不安地坐到站的过程中进行的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信