基于模糊逻辑控制器的手臂循环功能电刺激修复上肢功能

Widya Dwi Ariyati, A. Arifin, Siti Halimah Baki, Muhammad Hilman Fatoni
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摘要

中风是一种由中枢神经系统紊乱引起的疾病。中风患者会出现上肢瘫痪,这是由于肌肉量减少和肌肉活动能力下降造成的。循环运动是利用人体运动控制系统反复进行的运动。伴有上肢运动麻痹的中风患者日常活动受限。中风患者需要康复以恢复受影响肌肉的功能。功能电刺激(FES)辅助康复已被广泛应用于脑卒中患者。这项研究将循环运动练习与功能性电刺激(FES)相结合,通过运动控制的全面恢复,用于激活中枢神经系统疾病患者受损的肌肉。循环运动的练习以在手上踩踏板的形式进行。通过将踏板和FES相结合,它可以为中风患者的肌肉提供一种结构化的锻炼模式,同时为中风后的康复过程提供变化。本研究开发了一种上肢FES循环装置,可用于帮助偏瘫患者康复,特别是通过将手部抚摸和功能电刺激(FES)与模糊逻辑控制器(FLC)相结合来帮助手部康复。手行程与FES组合系统可以连续工作,最终误差值为-1.09735,而作为FES输入的模糊控制器(FLC)输出产生的脉宽误差值差为0.178216 μs。在进一步的研究中,可以通过减小控制器输出的误差值和增加监控参数来优化系统性能。
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Upper Limb Function Restoration using Arm Cycling Functional Electrical Stimulation with Fuzzy Logic Controller
Stroke is a disease that arises due to disturbances in the Central Nervous System (CNS). Stroke sufferers can experience paralysis in the upper limbs caused by a decrease in muscle mass and muscle ability to carry out activities. Cyclic movement is a movement that utilizes the motor control system in the body that is carried out repeatedly. Stroke patients with upper-body motor paralysis cause limitations in carrying out daily activities. A person with a stroke requires rehabilitation to restore the function of the affected muscle. Rehabilitation with the help of Functional Electrical Stimulation (FES) has been commonly used in stroke patients. This study combines cyclic movement exercises with Functional Electrical Stimulation (FES) which is used to activate impaired muscles in a person with central nervous system disorders through the general restoration of motor control. Exercises with cyclic movements are used in the form of pedaling movements on the hands. By combining hand pedaling and FES, it can provide a structured exercise pattern for the muscles of stroke sufferers while providing variation in the post-stroke rehabilitation process. This study developed an upper-limb FES cycling device that can be used to assist the rehabilitation of a person with hemiparesis, especially in the hands by combining hand strokes and Functional Electrical Stimulation (FES) with a Fuzzy Logic Controller (FLC). The combined hand stroke and FES system can work continuously and provide a final error value of -1.09735 then the output of the Fuzzy Logic Controller (FLC) which is used as input to the FES produces a pulse width error value difference of 0.178216 μs. In further research, it could be done by reducing the error value of the output of the controller and adding monitoring parameters to optimize system performance.
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