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Search algorithm for optimal damping parameters of transfemoral prosthetic limb

机译:经股假肢最佳阻尼参数的搜索算法

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摘要

In this paper, we developed a mathematical model to find the parameters of prosthetic damper which will provide a similar trajectory for the prosthetic knee joint. Two popular searching methods namely grid searching and optimization are used to determine the damper's parameters. The proposed model is validated with a simulation process using the data of the able-body individuals. We utilized the ground reaction force of sound limb to determine the values of the damper parameters of a prosthetic knee joint for maximum symmetry. Symmetry between knee moments was also improved in the stance period with optimized parameters. Finally, optimization-based searching was observed to be more computationally efficient than the grid-based searching method. The present study will provide a virtual solution to set the prosthetic dampers parameters based on user needs. In the future, the present method can be used for adjusting damping of microprocessor prosthetic knee joint for symmetrical gait pattern. (C) 2019 Elsevier Inc. All rights reserved.
机译:在本文中,我们开发了一个数学模型来查找假肢阻尼器的参数,该参数将为假肢膝关节提供类似的轨迹。两种流行的搜索方法,即网格搜索和优化,用于确定阻尼器的参数。所提出的模型使用身体能力个体的数据通过仿真过程进行了验证。我们利用声音肢体的地面反作用力来确定假肢膝关节阻尼参数的值,以实现最大的对称性。在站立阶段,通过优化参数可以改善膝关节力矩之间的对称性。最后,观察到基于优化的搜索比基于网格的搜索方法具有更高的计算效率。本研究将提供虚拟解决方案,以根据用户需求设置假肢阻尼器参数。将来,本发明的方法可以用于调整微处理器假肢膝关节对称步态的阻尼。 (C)2019 Elsevier Inc.保留所有权利。

著录项

  • 来源
    《Applied Mathematical Modelling》 |2019年第8期|356-368|共13页
  • 作者单位

    Indian Inst Technol Delhi, Ctr Biomed Engn, New Delhi 110016, India|Pandit Deendayal Upadhyaya Natl Inst Persons Phys, New Delhi 110002, India|All India Inst Med Sci, Ctr Biomed Engn, New Delhi 110029, India;

    Indian Inst Technol Delhi, Ctr Biomed Engn, New Delhi 110016, India|All India Inst Med Sci, Ctr Biomed Engn, New Delhi 110029, India;

    Indian Inst Technol Delhi, Ctr Biomed Engn, New Delhi 110016, India|All India Inst Med Sci, Ctr Biomed Engn, New Delhi 110029, India;

    All India Inst Med Sci, Dept Phys Med & Rehabil, New Delhi 110029, India;

    Indian Inst Technol Delhi, Dept Elect Engn, New Delhi 110016, India;

    Indian Inst Technol Delhi, Ctr Biomed Engn, New Delhi 110016, India|All India Inst Med Sci, Ctr Biomed Engn, New Delhi 110029, India;

  • 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

    Prosthetic damping parameters; Gait symmetry; Prosthetic limb and optimization;

    机译:假肢阻尼参数;步态对称;假肢及优化;

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