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Inertial measures of motion for clinical biomechanics: comparative assessment of accuracy under controlled conditions - changes in accuracy over time
Interest in 3D inertial motion tracking devices (AHRS) has been growing rapidly among the biomechanical community. Although the convenience of such tracking devices seems to open a whole new world of possibilities for evaluation in clinical biomechanics, its limitations haven't been extensively...
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Published in: | PloS one 2015-03, Vol.10 (3), p.e0118361-e0118361 |
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description | Interest in 3D inertial motion tracking devices (AHRS) has been growing rapidly among the biomechanical community. Although the convenience of such tracking devices seems to open a whole new world of possibilities for evaluation in clinical biomechanics, its limitations haven't been extensively documented. The objectives of this study are: 1) to assess the change in absolute and relative accuracy of multiple units of 3 commercially available AHRS over time; and 2) to identify different sources of errors affecting AHRS accuracy and to document how they may affect the measurements over time.
This study used an instrumented Gimbal table on which AHRS modules were carefully attached and put through a series of velocity-controlled sustained motions including 2 minutes motion trials (2MT) and 12 minutes multiple dynamic phases motion trials (12MDP). Absolute accuracy was assessed by comparison of the AHRS orientation measurements to those of an optical gold standard. Relative accuracy was evaluated using the variation in relative orientation between modules during the trials.
Both absolute and relative accuracy decreased over time during 2MT. 12MDP trials showed a significant decrease in accuracy over multiple phases, but accuracy could be enhanced significantly by resetting the reference point and/or compensating for initial Inertial frame estimation reference for each phase.
The variation in AHRS accuracy observed between the different systems and with time can be attributed in part to the dynamic estimation error, but also and foremost, to the ability of AHRS units to locate the same Inertial frame.
Mean accuracies obtained under the Gimbal table sustained conditions of motion suggest that AHRS are promising tools for clinical mobility assessment under constrained conditions of use. However, improvement in magnetic compensation and alignment between AHRS modules are desirable in order for AHRS to reach their full potential in capturing clinical outcomes. |
doi_str_mv | 10.1371/journal.pone.0118361 |
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This study used an instrumented Gimbal table on which AHRS modules were carefully attached and put through a series of velocity-controlled sustained motions including 2 minutes motion trials (2MT) and 12 minutes multiple dynamic phases motion trials (12MDP). Absolute accuracy was assessed by comparison of the AHRS orientation measurements to those of an optical gold standard. Relative accuracy was evaluated using the variation in relative orientation between modules during the trials.
Both absolute and relative accuracy decreased over time during 2MT. 12MDP trials showed a significant decrease in accuracy over multiple phases, but accuracy could be enhanced significantly by resetting the reference point and/or compensating for initial Inertial frame estimation reference for each phase.
The variation in AHRS accuracy observed between the different systems and with time can be attributed in part to the dynamic estimation error, but also and foremost, to the ability of AHRS units to locate the same Inertial frame.
Mean accuracies obtained under the Gimbal table sustained conditions of motion suggest that AHRS are promising tools for clinical mobility assessment under constrained conditions of use. However, improvement in magnetic compensation and alignment between AHRS modules are desirable in order for AHRS to reach their full potential in capturing clinical outcomes.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0118361</identifier><identifier>PMID: 25811838</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Accuracy ; Aging ; Algorithms ; Biomechanical Phenomena - physiology ; Biomechanics ; Clinical trials ; Comparative analysis ; Controlled conditions ; Equipment Design ; Estimation errors ; Health sciences ; Humans ; Inertial reference systems ; Interdisciplinary aspects ; International conferences ; Joint surgery ; Kinesiology ; Measurement methods ; Measuring instruments ; Medicine ; Modules ; Motion capture ; Movement - physiology ; Orientation - physiology ; Sensors ; Three dimensional motion ; Tracking devices ; Validity ; Velocity ; Web sites</subject><ispartof>PloS one, 2015-03, Vol.10 (3), p.e0118361-e0118361</ispartof><rights>COPYRIGHT 2015 Public Library of Science</rights><rights>2015 Lebel et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2015 Lebel et al 2015 Lebel et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c758t-543cd0aa7d6ae47b0d3f33fba0434585b3daa41178f5f265754bfab4e88669d53</citedby><cites>FETCH-LOGICAL-c758t-543cd0aa7d6ae47b0d3f33fba0434585b3daa41178f5f265754bfab4e88669d53</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/1667003490/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1667003490?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25811838$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Glasauer, Stefan</contributor><creatorcontrib>Lebel, Karina</creatorcontrib><creatorcontrib>Boissy, Patrick</creatorcontrib><creatorcontrib>Hamel, Mathieu</creatorcontrib><creatorcontrib>Duval, Christian</creatorcontrib><title>Inertial measures of motion for clinical biomechanics: comparative assessment of accuracy under controlled conditions - changes in accuracy over time</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Interest in 3D inertial motion tracking devices (AHRS) has been growing rapidly among the biomechanical community. Although the convenience of such tracking devices seems to open a whole new world of possibilities for evaluation in clinical biomechanics, its limitations haven't been extensively documented. The objectives of this study are: 1) to assess the change in absolute and relative accuracy of multiple units of 3 commercially available AHRS over time; and 2) to identify different sources of errors affecting AHRS accuracy and to document how they may affect the measurements over time.
This study used an instrumented Gimbal table on which AHRS modules were carefully attached and put through a series of velocity-controlled sustained motions including 2 minutes motion trials (2MT) and 12 minutes multiple dynamic phases motion trials (12MDP). Absolute accuracy was assessed by comparison of the AHRS orientation measurements to those of an optical gold standard. Relative accuracy was evaluated using the variation in relative orientation between modules during the trials.
Both absolute and relative accuracy decreased over time during 2MT. 12MDP trials showed a significant decrease in accuracy over multiple phases, but accuracy could be enhanced significantly by resetting the reference point and/or compensating for initial Inertial frame estimation reference for each phase.
The variation in AHRS accuracy observed between the different systems and with time can be attributed in part to the dynamic estimation error, but also and foremost, to the ability of AHRS units to locate the same Inertial frame.
Mean accuracies obtained under the Gimbal table sustained conditions of motion suggest that AHRS are promising tools for clinical mobility assessment under constrained conditions of use. However, improvement in magnetic compensation and alignment between AHRS modules are desirable in order for AHRS to reach their full potential in capturing clinical outcomes.</description><subject>Accuracy</subject><subject>Aging</subject><subject>Algorithms</subject><subject>Biomechanical Phenomena - physiology</subject><subject>Biomechanics</subject><subject>Clinical trials</subject><subject>Comparative analysis</subject><subject>Controlled conditions</subject><subject>Equipment Design</subject><subject>Estimation errors</subject><subject>Health sciences</subject><subject>Humans</subject><subject>Inertial reference systems</subject><subject>Interdisciplinary aspects</subject><subject>International conferences</subject><subject>Joint surgery</subject><subject>Kinesiology</subject><subject>Measurement methods</subject><subject>Measuring instruments</subject><subject>Medicine</subject><subject>Modules</subject><subject>Motion capture</subject><subject>Movement - physiology</subject><subject>Orientation - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lebel, Karina</au><au>Boissy, Patrick</au><au>Hamel, Mathieu</au><au>Duval, Christian</au><au>Glasauer, Stefan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Inertial measures of motion for clinical biomechanics: comparative assessment of accuracy under controlled conditions - changes in accuracy over time</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2015-03-26</date><risdate>2015</risdate><volume>10</volume><issue>3</issue><spage>e0118361</spage><epage>e0118361</epage><pages>e0118361-e0118361</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Interest in 3D inertial motion tracking devices (AHRS) has been growing rapidly among the biomechanical community. Although the convenience of such tracking devices seems to open a whole new world of possibilities for evaluation in clinical biomechanics, its limitations haven't been extensively documented. The objectives of this study are: 1) to assess the change in absolute and relative accuracy of multiple units of 3 commercially available AHRS over time; and 2) to identify different sources of errors affecting AHRS accuracy and to document how they may affect the measurements over time.
This study used an instrumented Gimbal table on which AHRS modules were carefully attached and put through a series of velocity-controlled sustained motions including 2 minutes motion trials (2MT) and 12 minutes multiple dynamic phases motion trials (12MDP). Absolute accuracy was assessed by comparison of the AHRS orientation measurements to those of an optical gold standard. Relative accuracy was evaluated using the variation in relative orientation between modules during the trials.
Both absolute and relative accuracy decreased over time during 2MT. 12MDP trials showed a significant decrease in accuracy over multiple phases, but accuracy could be enhanced significantly by resetting the reference point and/or compensating for initial Inertial frame estimation reference for each phase.
The variation in AHRS accuracy observed between the different systems and with time can be attributed in part to the dynamic estimation error, but also and foremost, to the ability of AHRS units to locate the same Inertial frame.
Mean accuracies obtained under the Gimbal table sustained conditions of motion suggest that AHRS are promising tools for clinical mobility assessment under constrained conditions of use. However, improvement in magnetic compensation and alignment between AHRS modules are desirable in order for AHRS to reach their full potential in capturing clinical outcomes.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>25811838</pmid><doi>10.1371/journal.pone.0118361</doi><oa>free_for_read</oa></addata></record> |
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subjects | Accuracy Aging Algorithms Biomechanical Phenomena - physiology Biomechanics Clinical trials Comparative analysis Controlled conditions Equipment Design Estimation errors Health sciences Humans Inertial reference systems Interdisciplinary aspects International conferences Joint surgery Kinesiology Measurement methods Measuring instruments Medicine Modules Motion capture Movement - physiology Orientation - physiology Sensors Three dimensional motion Tracking devices Validity Velocity Web sites |
title | Inertial measures of motion for clinical biomechanics: comparative assessment of accuracy under controlled conditions - changes in accuracy over time |
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