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基于自适应状态受限障碍李雅普诺夫的用作脚踝控制移动器的斯图尔特平台控制

Adaptive state restricted barrier Lyapunov-based control of a Stewart platform used as ankle-controlled mobilizer.

作者信息

Cobian-Aquino Sandra Marlene, Mendoza-Guerrero Jose Eduardo, Danel-Muñoz Jorge, Coronado-Quiel Mario André, Guarneros-Sandoval Alejandro, Carbajal-Espinosa Oscar Eleno, Chairez Isaac

机构信息

Escuela de Ingenieria y Ciencias, Tecnologico de Monterrey, Mexico.

Institute of Advanced Materials for Sustainable Manufacturing, Tecnologico de Monterrey, Mexico.

出版信息

ISA Trans. 2024 May;148:435-448. doi: 10.1016/j.isatra.2024.02.030. Epub 2024 Feb 28.

DOI:10.1016/j.isatra.2024.02.030
PMID:38443274
Abstract

In this research project, a closed-chain robotic active ankle orthosis with six degrees of freedom is designed, constructed, numerically valued, instrumented, and experimentally validated. The mechanical arrangement to implement the orthosis corresponds to a six-legged Stewart platform. An adaptive gain control strategy with state constraints based on a state-dependent gains control (that behaves as a diverging function as the states approach the state restrictions) operates the device's motion. The convergence to an invariant positive set centered at the origin of the tracking error space is validated using the stability analysis based on the second method of Lyapunov, with the implementation of a state barrier Lyapunov-like function. The ultimate boundedness of the tracking error is proven with an endorsed gains adjustment method leading to a reachable minimum size of the ultimate bound. Hence, the impact of the state constraints and the formal reason for applying the controller on the suggested orthosis are all established. The orthosis is also controlled using a conventional state feedback strategy to assess the tracking error for an external disturbance and contrast its performance with the proposed control approach. The technology is tested on a few carefully chosen volunteers, successfully limiting the range of motion within a pre-defined region based on the scope of movement reported by patients with ankle illnesses discovered in the literature. Based on a unique mechatronic device, the created system offers a fresh approach to treating this class of impairments.

摘要

在本研究项目中,设计、构建、数值评估、仪器装备并通过实验验证了一种具有六个自由度的闭链机器人主动踝关节矫形器。实现该矫形器的机械装置对应于一个六足Stewart平台。一种基于状态依赖增益控制(当状态接近状态限制时表现为发散函数)且具有状态约束的自适应增益控制策略操控该装置的运动。利用基于李雅普诺夫第二方法的稳定性分析,并通过实现一种类状态障碍李雅普诺夫函数,验证了在跟踪误差空间中收敛到以原点为中心的不变正集。通过一种认可的增益调整方法证明了跟踪误差的最终有界性,该方法导致最终界的可达最小尺寸。因此,确立了状态约束的影响以及在建议的矫形器上应用控制器的形式原因。还使用传统的状态反馈策略控制该矫形器,以评估外部干扰下的跟踪误差,并将其性能与所提出的控制方法进行对比。该技术在一些精心挑选的志愿者身上进行了测试,成功地根据文献中发现的踝关节疾病患者报告的运动范围,将运动范围限制在预定义区域内。基于一种独特的机电一体化装置,所创建的系统为治疗这类损伤提供了一种全新的方法。

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