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Robust switched control design for electrically stimulated lower limbs: A linear model analysis in healthy and spinal cord injured subjects

机译:用于电刺激的下肢的鲁棒开关控制设计:健康脊髓受试者的线性模型分析

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摘要

Functional electrical stimulation (FES) has been used to restore and aid motor functions in paraplegics, promoting better therapeutic results for its users. From experimental results, one can observe that there exists an uncertain term added to the control signal for a given operating point, because of the plant uncertainties. An experimental setup is presented to identify a linear model containing uncertainties. Then, robust single-gain controllers and suitable switched controllers are designed for compensating the uncertain term added to the control signal. Open-loop technique, robust single-gain and robust switched controllers are numerically compared. The experimental results show the regulation for five healthy and four paraplegic individuals. The successful run time when the robust switched control is used along with a smooth switching signal is higher than those of other studies presented in the literature. In addition, the results indicate that compared with the robust single-gain controller, the robust switched controller minimizes the influence of the parametric uncertainties, returns the smallest time-derivative value of the Lyapunov function, and presents higher feasibility and lower gain norm to control the system.
机译:功能性电刺激(FES)已被用于恢复和辅助运动功能在截瘫中,促进其用户的更好的治疗结果。根据实验结果,可以观察到,由于植物不确定性,可以观察到给定的操作点添加到控制信号中的不确定术语。提出了一种实验设置以识别包含不确定性的线性模型。然后,强大的单增益控制器和合适的交换控制器设计用于补偿添加到控制信号的不确定术语。对开环技术,鲁棒单增益和强大的交换控制器进行了数值比较。实验结果表明了五个健康和四个截瘫个体的调节。使用稳健的交换控制以及平滑的切换信号的成功运行时间高于文献中呈现的其他研究的运行时间。此外,结果表明,与强大的单增益控制器相比,稳健的切换控制器可最大限度地减少参数不确定性的影响,返回Lyapunov函数的最小时间衍生值,并呈现更高的可行性和更低的增益标准来控制系统。

著录项

  • 来源
    《Control Engineering Practice》 |2020年第9期|104530.1-104530.14|共14页
  • 作者单位

    IFPR - Federal Institute of Education Science and Technology of Parana Jose Felipe Tequinha St. 1400 Paranavai PR 87703-536 Brazil UNESP - Sao Paulo State University Instrumentation and Biomedical Engineering Laboratory Ilha Solteira SP Brazil;

    UTFPR - Federal University of Technology-Parana Control and Automation Laboratory Marcilio Dias St. 635. Apucarana PR 86812-460 Brazil UNESP - Sao Paulo State University Instrumentation and Biomedical Engineering Laboratory Ilha Solteira SP Brazil;

    UNESP - Sao Paulo State University Instrumentation and Biomedical Engineering Laboratory Ilha Solteira SP Brazil;

    UNESP - Sao Paulo State University Instrumentation and Biomedical Engineering Laboratory Ilha Solteira SP Brazil;

    UNESP - Sao Paulo State University Control Research Laboratory Ilha Solteira SP Brazil;

    UNESP - Sao Paulo State University Instrumentation and Biomedical Engineering Laboratory Ilha Solteira SP Brazil;

  • 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

    Functional electrical stimulation (FES); Rehabilitation; Switched control; Linear matrix inequalities (LMIs);

    机译:功能电刺激(FES);复原;切换控制;线性矩阵不等式(LMI);

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