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首页> 外文期刊>Journal of Theoretical and Applied Information Technology >DESIGN AND TESTS OF A WEARABLE FUNCTIONAL ELECTRICAL STIMULATION (FES) SYSTEM FOR KNEE JOINT MOVEMENT USING CYCLE-TO-CYCLE CONTROL METHOD
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DESIGN AND TESTS OF A WEARABLE FUNCTIONAL ELECTRICAL STIMULATION (FES) SYSTEM FOR KNEE JOINT MOVEMENT USING CYCLE-TO-CYCLE CONTROL METHOD

机译:关节运动控制的关节运动可穿戴功能电刺激(FES)系统的设计与测试

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Paralysis has became more widespread nowadays. Mostly caused by stroke, spinal cord injury, and multiple sclerosis, the growing number of paralysis case also implied for a better treatment for its bearer. Some of the main problems for individual with paralysis is to improve health problems related to paralysis and to decrease the dependence to other people by regaining muscle function. In this study, a wearable functional electrical stimulation with cycle-to-cycle control system for knee joint movement restoration was developed. The system consists of sensor system, electrical stimulator, and fuzzy logic controllers. The controller was developed as Single Input Single Output (SISO) controller for knee flexion movement and Multi Input Single Output (MISO) controller for knee extension movement. Sensor system was used to measure angle of knee joint. A combination of two inertial sensors, accelerometer and gyroscope, made up the sensor system. The angle measured by sensor system was also used as feedback to realize closed-loop control. The data from the system could be monitored and saved as database using user interface program in a PC/laptop. Tests with neurologically intact subjects was done to test the performance of the system designed. It resulted in small number of RMSE and Settling Index for both maximum knee flexion and maximum knee extension control. The system designed was expected to be developed further to provide a full wearable FES system for lower limb motoric restoration.
机译:如今,瘫痪已经变得更加普遍。主要由中风,脊髓损伤和多发性硬化症引起,瘫痪病例的数量不断增加也暗示了对其载体的更好治疗。麻痹患者的一些主要问题是改善与麻痹有关的健康问题,并通过恢复肌肉功能来减少对他人的依赖。在这项研究中,开发了一种可穿戴的功能性电刺激装置,该装置具有周期至周期控制系统,可用于膝关节运动恢复。该系统由传感器系统,电刺激器和模糊逻辑控制器组成。该控制器被开发为用于膝盖屈曲运动的单输入单输出(SISO)控制器和用于膝盖伸展运动的多输入单输出(MISO)控制器。传感器系统用于测量膝关节角度。传感器系统由加速度传感器和陀螺仪两个惯性传感器组成。传感器系统测得的角度也用作反馈,以实现闭环控制。可以使用PC /笔记本电脑中的用户界面程序监视系统中的数据并将其保存为数据库。对神经学完好的受试者进行了测试,以测试所设计系统的性能。对于最大的膝盖屈曲和最大的膝盖伸展控制,这导致少量的RMSE和稳定指数。设计的系统有望进一步开发,以提供用于下肢运动恢复的完整可穿戴FES系统。

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