Title :
Design of wearable system for closed-loop control of gait restoration system by Functional Electrical Stimulation
Author :
Arrofiqi, Fauzan ; Arifin, Achmad ; Indrajaya, Benicditus
Author_Institution :
Electr. Eng. Dept., Inst. Teknol. Sepuluh Nopember (ITS), Surabaya, Indonesia
Abstract :
This paper describes design and test of a wearable FES system for the purpose of improving the performance of gait in patients with post-stroke. The prototype system that was developed includes electrical stimulator and sensor systems. Electrical stimulator was designed to generate pulse train that was realized using non-isolated boost converter. Sensor system was designed to measure gait phases that was realized using FSR sensors and to measure lower limb joint angles that was realized using a fusion of gyroscope and accelerometer-based tilt angle sensor. In order to remove measurement error due to bias error of the gyroscope and fluctuation of tilt sensor, Kalman filter was used to estimate true lower limb joint angles. Each system was tested separately. Testing was done by measuring the stimulator´s output on the tibialis anterior muscle stimulation in normal subjects. The characteristics of pulse train in accordance with the desired specifications and capable of producing contractions in the tibialis anterior muscle. Sensor system was tested to measure gait parameters in subjects who walk normally. Comparison of the measured data with existing research data, showed the same pattern of the signal, the magnitude value is still in the standard deviation value of comparative data.
Keywords :
Kalman filters; accelerometers; angular measurement; biosensors; closed loop systems; medical control systems; medical signal processing; phase measurement; power convertors; sensor fusion; FSR sensors; Kalman filter; accelerometer-based tilt angle sensor fusion; closed-loop control; electrical stimulator; functional electrical stimulation; gait phase measurement; gait restoration system; gyroscope fusion; lower limb joint angle measurement; measurement error; nonisolated boost converter; post-stroke; pulse train generation; sensor systems; tibialis anterior muscle stimulation; wearable FES system; wearable system design; Accelerometers; Foot; Gyroscopes; Joints; Muscles; Sensor systems; Thigh; gait; movement restoration; wearable FES;
Conference_Titel :
Intelligent Technology and Its Applications (ISITIA), 2015 International Seminar on
Conference_Location :
Surabaya
Print_ISBN :
978-1-4799-7710-9
DOI :
10.1109/ISITIA.2015.7219967