基于模型和无模型机器人辅助踝关节康复的新解决方案

IF 1.2 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Archives of Control Sciences Pub Date : 2023-07-20 DOI:10.24425/acs.2021.136878
Juan Carlos Arceo, J. Álvarez, Carlos Armenta, Jimmy Lauber, S. Crémoux, M. Bernal
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引用次数: 1

摘要

在这篇报道中,目前由医生批准的脚踝康复程序是通过一种新的控制算法在最近出现的机器人设备motoBOTTE上实现的。医生对步态周期的规范被转化为机器人轨迹,根据模型的可用性进行两次跟踪:(1)如果通过欧拉-拉格朗日方法以及未知植物参数的识别获得,则提出了一种新的计算扭矩控制律;它考虑了并联机器人的特点;(2)如果不可用,则采用一种需要调整参数的自抗扰控制技术的变体。从连续时间仿真到离散时间实现,详细讨论了基于模型和无模型结果的优缺点。
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Novel solutions on model-based and model-free robotic-assisted ankle rehabilitation
In this report, ankle rehabilitation routines currently approved by physicians are implemented via novel control algorithms on a recently appeared robotic device known as the motoBOTTE. The physician specifications for gait cycles are translated into robotic trajectories whose tracking is performed twofold depending on the availability of a model: (1) if obtained via the Euler-Lagrange approach along with identification of unknown plant parameters, a new computed-torque control law is proposed; it takes into account the parallel-robot characteristics; (2) if not available, a variation of the active disturbance rejection control technique whose parameters need to be tuned, is employed. A detailed discussion on the advantages and disadvantages of the model-based and model-free results, from the continuous-time simulation to the discrete-time implementation, is included.
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来源期刊
Archives of Control Sciences
Archives of Control Sciences Mathematics-Modeling and Simulation
CiteScore
2.40
自引率
33.30%
发文量
0
审稿时长
14 weeks
期刊介绍: Archives of Control Sciences welcomes for consideration papers on topics of significance in broadly understood control science and related areas, including: basic control theory, optimal control, optimization methods, control of complex systems, mathematical modeling of dynamic and control systems, expert and decision support systems and diverse methods of knowledge modelling and representing uncertainty (by stochastic, set-valued, fuzzy or rough set methods, etc.), robotics and flexible manufacturing systems. Related areas that are covered include information technology, parallel and distributed computations, neural networks and mathematical biomedicine, mathematical economics, applied game theory, financial engineering, business informatics and other similar fields.
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