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Real-time inverse kinematics and inverse dynamics for lower limb applications using OpenSim

机译:使用OpenSim进行下肢应用的实时逆运动学和逆动力学

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摘要

Real-time estimation of joint angles and moments can be used for rapid evaluation in clinical, sport, and rehabilitation contexts. However, real-time calculation of kinematics and kinetics is currently based on approximate solutions or generic anatomical models. We present a real-time system based on OpenSim solving inverse kinematics and dynamics without simplifications at 2000 frame per seconds with less than 31.5ms of delay. We describe the software architecture, sensitivity analyses to minimise delays and errors, and compare offline and real-time results. This system has the potential to strongly impact current rehabilitation practices enabling the use of personalised musculoskeletal models in real-time.
机译:关节角度和力矩的实时估计可用于在临床,运动和康复环境中进行快速评估。但是,运动学和动力学的实时计算当前基于近似解或一般的解剖模型。我们提出了一个基于OpenSim的实时系统,它以每秒2000帧的速度解决逆运动学和动力学问题,并且没有任何简化,延迟少于31.5ms。我们描述了软件架构,敏感性分析以最大程度地减少延迟和错误,并比较离线和实时结果。该系统有可能极大地影响当前的康复做法,从而可以实时使用个性化的肌肉骨骼模型。

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  • 作者单位

    Griffith Univ, Sch Allied Hlth Sci, Gold Coast, Australia|Griffith Univ, Menzies Hlth Inst Queensland, Gold Coast, Australia;

    Univ Padua, Dept Management & Engn, Vicenza, Italy;

    Griffith Univ, Sch Allied Hlth Sci, Gold Coast, Australia|Griffith Univ, Menzies Hlth Inst Queensland, Gold Coast, Australia|Univ Sheffield, Dept Mech Engn, Sheffield, S Yorkshire, England|Univ Sheffield, INSIGNEO Inst Silico Med, Sheffield, S Yorkshire, England;

    Griffith Univ, Sch Allied Hlth Sci, Gold Coast, Australia|Griffith Univ, Menzies Hlth Inst Queensland, Gold Coast, Australia;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Gait analysis; biomechanics; real-time; OpenSim; kinematics; inverse dynamics;

    机译:步态分析;生物力学;实时;OpenSim;运动学;逆动力学;

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