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  • 标题:Swing-phase detection from the ankle joint angle using recurrent neural networks ⁎
  • 本地全文:下载
  • 作者:Sho Tokuda ; Kunihisa Okano ; Yukinori Nakamura
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2020
  • 卷号:53
  • 期号:5
  • 页码:291-296
  • DOI:10.1016/j.ifacol.2021.04.216
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractIdentifying the current gait phase is a key in the control of ankle-foot orthoses, which assist ankle motion during walking. We address the problem to estimate whether the foot is in a swing or stance phase only from the ankle angle. A recurrent neural network with long-short-term-memory architecture is developed and evaluated with experimental data.
  • 关键词:KeywordsAnkle-foot orthosisgait analysisneural networkslong short-term memory
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