Towards a Modular Pathological Tremor Simulation System Based on the Stewart Platform
Wearable technologies have aided in reducing pathological tremor symptoms through non-intrusive solutions that aim to identify patterns in involuntary movements and suppress them using actuators positioned at specific joints. However, during the development of these devices, tests were primarily con...
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-11-01
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| Series: | Sensors |
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| Online Access: | https://www.mdpi.com/1424-8220/23/22/9020 |
| _version_ | 1797457862758236160 |
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| author | Jair Fajardo Leonimer Flávio de Melo |
| author_facet | Jair Fajardo Leonimer Flávio de Melo |
| author_sort | Jair Fajardo |
| collection | DOAJ |
| description | Wearable technologies have aided in reducing pathological tremor symptoms through non-intrusive solutions that aim to identify patterns in involuntary movements and suppress them using actuators positioned at specific joints. However, during the development of these devices, tests were primarily conducted on patients due to the difficulty of faithfully simulating tremors using simulation equipment. Based on studies characterizing tremors in Parkinson’s disease, the development of a robotic manipulator based on the Stewart platform was initiated, with the goal of satisfactorily simulating resting tremor movements in the hands. In this work, a simulator was implemented in a computational environment using the multibody dynamics method. The platform structure was designed in a virtual environment using SOLIDWORKS<sup>®</sup> v2017 software and later exported to Matlab<sup>®</sup> R17a software using the Simulink environment and Simscape multibody library. The workspace was evaluated, and the Kalman filter was used to merge acceleration and angular velocity data and convert them into data related to the inclination and rotation of real patients’ wrists, which were subsequently executed in the simulator. The results show a high correlation and low dispersion between real and simulated signals, demonstrating that the simulated mechanism has the capacity to represent Parkinson’s disease resting tremors in all wrist movements. The system could contribute to conducting tremor tests in suppression devices without the need for the presence of the patient and aid in comparing suppression techniques, benefiting the development of new wearable devices. |
| first_indexed | 2024-03-09T16:28:51Z |
| format | Article |
| id | doaj.art-d496c9c4916643d49333dff07cab5584 |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-03-09T16:28:51Z |
| publishDate | 2023-11-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-d496c9c4916643d49333dff07cab55842023-11-24T15:05:02ZengMDPI AGSensors1424-82202023-11-012322902010.3390/s23229020Towards a Modular Pathological Tremor Simulation System Based on the Stewart PlatformJair Fajardo0Leonimer Flávio de Melo1Federal Institute of Paraná, Assis Chateaubriand Campus, Assis Chateaubriand 85935-000, BrazilDepartment of Electrical Engineering, State University of Londrina, Londrina 86057-970, BrazilWearable technologies have aided in reducing pathological tremor symptoms through non-intrusive solutions that aim to identify patterns in involuntary movements and suppress them using actuators positioned at specific joints. However, during the development of these devices, tests were primarily conducted on patients due to the difficulty of faithfully simulating tremors using simulation equipment. Based on studies characterizing tremors in Parkinson’s disease, the development of a robotic manipulator based on the Stewart platform was initiated, with the goal of satisfactorily simulating resting tremor movements in the hands. In this work, a simulator was implemented in a computational environment using the multibody dynamics method. The platform structure was designed in a virtual environment using SOLIDWORKS<sup>®</sup> v2017 software and later exported to Matlab<sup>®</sup> R17a software using the Simulink environment and Simscape multibody library. The workspace was evaluated, and the Kalman filter was used to merge acceleration and angular velocity data and convert them into data related to the inclination and rotation of real patients’ wrists, which were subsequently executed in the simulator. The results show a high correlation and low dispersion between real and simulated signals, demonstrating that the simulated mechanism has the capacity to represent Parkinson’s disease resting tremors in all wrist movements. The system could contribute to conducting tremor tests in suppression devices without the need for the presence of the patient and aid in comparing suppression techniques, benefiting the development of new wearable devices.https://www.mdpi.com/1424-8220/23/22/9020tremor simulationParkinson’s diseasemultibody dynamicswearable devicesassistive technologiessystems modeling |
| spellingShingle | Jair Fajardo Leonimer Flávio de Melo Towards a Modular Pathological Tremor Simulation System Based on the Stewart Platform Sensors tremor simulation Parkinson’s disease multibody dynamics wearable devices assistive technologies systems modeling |
| title | Towards a Modular Pathological Tremor Simulation System Based on the Stewart Platform |
| title_full | Towards a Modular Pathological Tremor Simulation System Based on the Stewart Platform |
| title_fullStr | Towards a Modular Pathological Tremor Simulation System Based on the Stewart Platform |
| title_full_unstemmed | Towards a Modular Pathological Tremor Simulation System Based on the Stewart Platform |
| title_short | Towards a Modular Pathological Tremor Simulation System Based on the Stewart Platform |
| title_sort | towards a modular pathological tremor simulation system based on the stewart platform |
| topic | tremor simulation Parkinson’s disease multibody dynamics wearable devices assistive technologies systems modeling |
| url | https://www.mdpi.com/1424-8220/23/22/9020 |
| work_keys_str_mv | AT jairfajardo towardsamodularpathologicaltremorsimulationsystembasedonthestewartplatform AT leonimerflaviodemelo towardsamodularpathologicaltremorsimulationsystembasedonthestewartplatform |