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Comparison of closed-loop system identification techniques to quantify multi-joint human balance control

机译:量化多关节人体平衡控制的闭环系统识别技术的比较

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摘要

The incidence of impaired balance control and falls increases with age and disease and has a significant impact on daily life. Detection of early-stage balance impairments is difficult as many intertwined mechanisms contribute to balance control. Current clinical balance tests are unable to quantify these underlying mechanisms, and it is therefore difficult to provide targeted interventions to prevent falling. System identification techniques in combination with external disturbances may provide a way to detect impairments of the underlying mechanisms. This is especially challenging when studying multi joint coordination, i.e. the contribution of both the ankles and hips to balance control.
机译:平衡控制受损和跌倒的发生率随着年龄和疾病的增加而增加,对日常生活产生重大影响。由于许多相互关联的机制有助于平衡控制,因此很难检测到早期的平衡减损。当前的临床平衡测试无法量化这些潜在的机制,因此很难提供针对性的干预措施来预防跌倒。与外部干扰相结合的系统识别技术可以提供一种检测潜在机制损害的方法。在研究多关节协调时,即踝关节和臀部对平衡控制的贡献时,这尤其具有挑战性。

著录项

  • 来源
    《Annual Review in Control》 |2016年第2016期|58-70|共13页
  • 作者单位

    Univ Twente, Dept Biomech Engn, MIRA Inst Biomech Technol & Tech Med, NL-7500 AE Enschede, Netherlands;

    Univ Twente, Dept Biomech Engn, MIRA Inst Biomech Technol & Tech Med, NL-7500 AE Enschede, Netherlands;

    Univ Twente, Dept Mech Automat, NL-7500 AE Enschede, Netherlands;

    Univ Twente, Dept Biomech Engn, MIRA Inst Biomech Technol & Tech Med, NL-7500 AE Enschede, Netherlands|Delft Univ Technol, Dept Biomech Engn, NL-2628 CD Delft, Netherlands;

    Univ Twente, Dept Biomech Engn, MIRA Inst Biomech Technol & Tech Med, NL-7500 AE Enschede, Netherlands|Delft Univ Technol, Dept Biomech Engn, NL-2628 CD Delft, Netherlands;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Balance control; Multiple-input multiple-output; Closed-loop; System identification;

    机译:平衡控制;多输入多输出;闭环;系统辨识;

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