Development of a Wearable Wireless Sensing Device for Characterization of Hand Tremors Through Vibration Frequency Analysis
<h3>Purpose</h3><p dir="ltr">To monitor the progression of diseases such as Parkinson’s disease (PD) or essential tremor (ET), there is a growing interest in understanding their side effects and continuously monitoring the deterioration or progress of patients’ health con...
محفوظ في:
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| مؤلفون آخرون: | , , |
| منشور في: |
2022
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| الموضوعات: | |
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إضافة وسم
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| _version_ | 1864513547401166848 |
|---|---|
| author | Mo’ath Yousef (21406859) |
| author2 | Muhammad Hafizh (17316994) Sadok Sassi (17823461) Gholam Adeli (14777560) |
| author2_role | author author author |
| author_facet | Mo’ath Yousef (21406859) Muhammad Hafizh (17316994) Sadok Sassi (17823461) Gholam Adeli (14777560) |
| author_role | author |
| dc.creator.none.fl_str_mv | Mo’ath Yousef (21406859) Muhammad Hafizh (17316994) Sadok Sassi (17823461) Gholam Adeli (14777560) |
| dc.date.none.fl_str_mv | 2022-10-10T09:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1007/s42417-022-00734-2 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Development_of_a_Wearable_Wireless_Sensing_Device_for_Characterization_of_Hand_Tremors_Through_Vibration_Frequency_Analysis/29126684 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Biomedical and clinical sciences Neurosciences Engineering Biomedical engineering Health sciences Health services and systems Essential tremor Parkinson's disease Hand tremors Wearable sensors Micro-electro-mechanical systems Vibration spectrum Frequency-domain analysis |
| dc.title.none.fl_str_mv | Development of a Wearable Wireless Sensing Device for Characterization of Hand Tremors Through Vibration Frequency Analysis |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <h3>Purpose</h3><p dir="ltr">To monitor the progression of diseases such as Parkinson’s disease (PD) or essential tremor (ET), there is a growing interest in understanding their side effects and continuously monitoring the deterioration or progress of patients’ health conditions. The objective of this study was to investigate the feasibility of a wearable monitoring device constructed from compact MEMS for robust tremor detection in the upper limb using three different storage and monitoring techniques.</p><h3>Method</h3><p dir="ltr">Four subjects (2 PD and 2 ET) with varying stages of disease and treatment willingly provided offline, online, and live modes of tremor data using a low-cost, miniaturized accelerometer and microelectromechanical device.</p><h3>Results</h3><p dir="ltr">The results demonstrated differences in voluntary and non-voluntary characteristics of various activities and the distinct separation between them in the vibration spectrum at the limit of 2 Hz. Online and live monitoring provided the best alternatives to continuous in-home tracking combined with extensive post-processing techniques to detect tremor segments. The findings also highlighted the emergence of noticeable peaks, in the range between 3 and 8 Hz, for the PD’s frequency response, compared to the ET case, where the broadband behavior dominates.</p><h3>Conclusion</h3><p dir="ltr">The possibility of using a dynamic tuned mass damper tuned with dominant peaks to be canceled opens opportunities for PD passive tremor suppression.</p><h2>Other Information</h2><p dir="ltr">Published in: Journal of Vibration Engineering & Technologies<br>License: <a href="https://creativecommons.org/licenses/by/4.0" target="_blank">https://creativecommons.org/licenses/by/4.0</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1007/s42417-022-00734-2" target="_blank">https://dx.doi.org/10.1007/s42417-022-00734-2</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_adaa1073d9419589dc31f1dfc3920468 |
| identifier_str_mv | 10.1007/s42417-022-00734-2 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/29126684 |
| publishDate | 2022 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Development of a Wearable Wireless Sensing Device for Characterization of Hand Tremors Through Vibration Frequency AnalysisMo’ath Yousef (21406859)Muhammad Hafizh (17316994)Sadok Sassi (17823461)Gholam Adeli (14777560)Biomedical and clinical sciencesNeurosciencesEngineeringBiomedical engineeringHealth sciencesHealth services and systemsEssential tremor Parkinson's diseaseHand tremorsWearable sensorsMicro-electro-mechanical systemsVibration spectrumFrequency-domain analysis<h3>Purpose</h3><p dir="ltr">To monitor the progression of diseases such as Parkinson’s disease (PD) or essential tremor (ET), there is a growing interest in understanding their side effects and continuously monitoring the deterioration or progress of patients’ health conditions. The objective of this study was to investigate the feasibility of a wearable monitoring device constructed from compact MEMS for robust tremor detection in the upper limb using three different storage and monitoring techniques.</p><h3>Method</h3><p dir="ltr">Four subjects (2 PD and 2 ET) with varying stages of disease and treatment willingly provided offline, online, and live modes of tremor data using a low-cost, miniaturized accelerometer and microelectromechanical device.</p><h3>Results</h3><p dir="ltr">The results demonstrated differences in voluntary and non-voluntary characteristics of various activities and the distinct separation between them in the vibration spectrum at the limit of 2 Hz. Online and live monitoring provided the best alternatives to continuous in-home tracking combined with extensive post-processing techniques to detect tremor segments. The findings also highlighted the emergence of noticeable peaks, in the range between 3 and 8 Hz, for the PD’s frequency response, compared to the ET case, where the broadband behavior dominates.</p><h3>Conclusion</h3><p dir="ltr">The possibility of using a dynamic tuned mass damper tuned with dominant peaks to be canceled opens opportunities for PD passive tremor suppression.</p><h2>Other Information</h2><p dir="ltr">Published in: Journal of Vibration Engineering & Technologies<br>License: <a href="https://creativecommons.org/licenses/by/4.0" target="_blank">https://creativecommons.org/licenses/by/4.0</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1007/s42417-022-00734-2" target="_blank">https://dx.doi.org/10.1007/s42417-022-00734-2</a></p>2022-10-10T09:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1007/s42417-022-00734-2https://figshare.com/articles/journal_contribution/Development_of_a_Wearable_Wireless_Sensing_Device_for_Characterization_of_Hand_Tremors_Through_Vibration_Frequency_Analysis/29126684CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/291266842022-10-10T09:00:00Z |
| spellingShingle | Development of a Wearable Wireless Sensing Device for Characterization of Hand Tremors Through Vibration Frequency Analysis Mo’ath Yousef (21406859) Biomedical and clinical sciences Neurosciences Engineering Biomedical engineering Health sciences Health services and systems Essential tremor Parkinson's disease Hand tremors Wearable sensors Micro-electro-mechanical systems Vibration spectrum Frequency-domain analysis |
| status_str | publishedVersion |
| title | Development of a Wearable Wireless Sensing Device for Characterization of Hand Tremors Through Vibration Frequency Analysis |
| title_full | Development of a Wearable Wireless Sensing Device for Characterization of Hand Tremors Through Vibration Frequency Analysis |
| title_fullStr | Development of a Wearable Wireless Sensing Device for Characterization of Hand Tremors Through Vibration Frequency Analysis |
| title_full_unstemmed | Development of a Wearable Wireless Sensing Device for Characterization of Hand Tremors Through Vibration Frequency Analysis |
| title_short | Development of a Wearable Wireless Sensing Device for Characterization of Hand Tremors Through Vibration Frequency Analysis |
| title_sort | Development of a Wearable Wireless Sensing Device for Characterization of Hand Tremors Through Vibration Frequency Analysis |
| topic | Biomedical and clinical sciences Neurosciences Engineering Biomedical engineering Health sciences Health services and systems Essential tremor Parkinson's disease Hand tremors Wearable sensors Micro-electro-mechanical systems Vibration spectrum Frequency-domain analysis |