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Design and Fabrication of a Device for Reducing Hand Tremor in Parkinson Patients during Eating

BACKGROUND: In this paper, the method of designing a noninvasive device for eliminating hand tremors in Parkinson's patients is presented. The designed device measures the tremors of the patient's hand and implements the tremor control accordingly. Since Parkinson's disease reduces pa...

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Autores principales: Talaei, Fereshteh, Kargar, Seyed Mohammad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10246595/
https://www.ncbi.nlm.nih.gov/pubmed/37292439
http://dx.doi.org/10.4103/jmss.jmss_116_21
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author Talaei, Fereshteh
Kargar, Seyed Mohammad
author_facet Talaei, Fereshteh
Kargar, Seyed Mohammad
author_sort Talaei, Fereshteh
collection PubMed
description BACKGROUND: In this paper, the method of designing a noninvasive device for eliminating hand tremors in Parkinson's patients is presented. The designed device measures the tremors of the patient's hand and implements the tremor control accordingly. Since Parkinson's disease reduces patients’ abilities to perform daily activities, this device is designed as an electronic spoon. The inertial measurement units are used to measure hand tremors. METHOD: The signals got from motion sensors are passed through Butterworth's second order low pass filters to attenuate signals amplitude at frequencies higher than the human hand's natural frequency. The signals are sent to a proposed Proportional Integral (PI) fuzzy controller as a set point signal, and appropriate control signals are applied to two actuators installed orthogonal. Besides motion sensors, a microcontroller is installed inside the spoon handle that implements a PI fuzzy controller and provides control signals for two high speed servo motors installed perpendicularly. RESULTS: As such, the spoon can minimize the tremor effect. In this system, no damper or mass is added to the hand, and the patients are not required to wear an orthosis. The contribution of this paper is twofold. First, we use sensor data fusion to increase measurement accuracy. In this paper, we use accelerometer and gyroscope sensors. Second, we proposed a robust PI fuzzy controller to compensate for the uncertainties and reduce the tremor. CONCLUSION: The test results show that the hand tremor of Parkinson's patients during eating is reduced up to 75% using this method.
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spelling pubmed-102465952023-06-08 Design and Fabrication of a Device for Reducing Hand Tremor in Parkinson Patients during Eating Talaei, Fereshteh Kargar, Seyed Mohammad J Med Signals Sens Original Article BACKGROUND: In this paper, the method of designing a noninvasive device for eliminating hand tremors in Parkinson's patients is presented. The designed device measures the tremors of the patient's hand and implements the tremor control accordingly. Since Parkinson's disease reduces patients’ abilities to perform daily activities, this device is designed as an electronic spoon. The inertial measurement units are used to measure hand tremors. METHOD: The signals got from motion sensors are passed through Butterworth's second order low pass filters to attenuate signals amplitude at frequencies higher than the human hand's natural frequency. The signals are sent to a proposed Proportional Integral (PI) fuzzy controller as a set point signal, and appropriate control signals are applied to two actuators installed orthogonal. Besides motion sensors, a microcontroller is installed inside the spoon handle that implements a PI fuzzy controller and provides control signals for two high speed servo motors installed perpendicularly. RESULTS: As such, the spoon can minimize the tremor effect. In this system, no damper or mass is added to the hand, and the patients are not required to wear an orthosis. The contribution of this paper is twofold. First, we use sensor data fusion to increase measurement accuracy. In this paper, we use accelerometer and gyroscope sensors. Second, we proposed a robust PI fuzzy controller to compensate for the uncertainties and reduce the tremor. CONCLUSION: The test results show that the hand tremor of Parkinson's patients during eating is reduced up to 75% using this method. Wolters Kluwer - Medknow 2023-03-27 /pmc/articles/PMC10246595/ /pubmed/37292439 http://dx.doi.org/10.4103/jmss.jmss_116_21 Text en Copyright: © 2023 Journal of Medical Signals & Sensors https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms.
spellingShingle Original Article
Talaei, Fereshteh
Kargar, Seyed Mohammad
Design and Fabrication of a Device for Reducing Hand Tremor in Parkinson Patients during Eating
title Design and Fabrication of a Device for Reducing Hand Tremor in Parkinson Patients during Eating
title_full Design and Fabrication of a Device for Reducing Hand Tremor in Parkinson Patients during Eating
title_fullStr Design and Fabrication of a Device for Reducing Hand Tremor in Parkinson Patients during Eating
title_full_unstemmed Design and Fabrication of a Device for Reducing Hand Tremor in Parkinson Patients during Eating
title_short Design and Fabrication of a Device for Reducing Hand Tremor in Parkinson Patients during Eating
title_sort design and fabrication of a device for reducing hand tremor in parkinson patients during eating
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10246595/
https://www.ncbi.nlm.nih.gov/pubmed/37292439
http://dx.doi.org/10.4103/jmss.jmss_116_21
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