Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computation

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Inertial kinetics and kinematics have substantial influences on human biomechanical function. A new algorithm for Inertial Measurement Unit (IMU)-based motion tracking is presented in this work. The primary aims of this paper are to combine recent developments in improved biosensor technology with m...

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Detalles Bibliográficos
Autores: Kim, Wangdo, Vela, Emir A., Kohles, Sean, Huayamave, Victor, Gonzalez, Oscar M.
Formato: artículo
Fecha de Publicación:2023
Institución:Universidad de Ingeniería y tecnología
Repositorio:UTEC-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.utec.edu.pe:20.500.12815/336
Enlace del recurso:https://hdl.handle.net/20.500.12815/336
https://doi.org/10.3390/electronics12173694
Nivel de acceso:acceso abierto
Materia:Biosensors
Instantaneous axis-angle representations
IMU
Inertial measurement units
Quaternions
Inverse and forward kinematics
Instantaneous axis of rotation
Motion tracking sensors
https://purl.org/pe-repo/ocde/ford#2.03.01
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dc.title.es_PE.fl_str_mv Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computation
title Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computation
spellingShingle Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computation
Kim, Wangdo
Biosensors
Instantaneous axis-angle representations
IMU
Inertial measurement units
Quaternions
Inverse and forward kinematics
Instantaneous axis of rotation
Motion tracking sensors
https://purl.org/pe-repo/ocde/ford#2.03.01
title_short Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computation
title_full Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computation
title_fullStr Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computation
title_full_unstemmed Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computation
title_sort Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computation
author Kim, Wangdo
author_facet Kim, Wangdo
Vela, Emir A.
Kohles, Sean
Huayamave, Victor
Gonzalez, Oscar M.
author_role author
author2 Vela, Emir A.
Kohles, Sean
Huayamave, Victor
Gonzalez, Oscar M.
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Kim, Wangdo
Vela, Emir A.
Kohles, Sean
Huayamave, Victor
Gonzalez, Oscar M.
dc.subject.es_PE.fl_str_mv Biosensors
Instantaneous axis-angle representations
IMU
Inertial measurement units
Quaternions
Inverse and forward kinematics
Instantaneous axis of rotation
Motion tracking sensors
topic Biosensors
Instantaneous axis-angle representations
IMU
Inertial measurement units
Quaternions
Inverse and forward kinematics
Instantaneous axis of rotation
Motion tracking sensors
https://purl.org/pe-repo/ocde/ford#2.03.01
dc.subject.ocde.es_PE.fl_str_mv https://purl.org/pe-repo/ocde/ford#2.03.01
description Inertial kinetics and kinematics have substantial influences on human biomechanical function. A new algorithm for Inertial Measurement Unit (IMU)-based motion tracking is presented in this work. The primary aims of this paper are to combine recent developments in improved biosensor technology with mainstream motion-tracking hardware to measure the overall performance of human movement based on joint axis-angle representations of limb rotation. This work describes an alternative approach to representing three-dimensional rotations using a normalized vector around which an identified joint angle defines the overall rotation, rather than a traditional Euler angle approach. Furthermore, IMUs allow for the direct measurement of joint angular velocities, offering the opportunity to increase the accuracy of instantaneous axis of rotation estimations. Although the axis-angle representation requires vector quotient algebra (quaternions) to define rotation, this approach may be preferred for many graphics, vision, and virtual reality software applications. The analytical method was validated with laboratory data gathered from an infant dummy leg’s flexion and extension knee movements and applied to a living subject’s upper limb movement. The results showed that the novel approach could reasonably handle a simple case and provide a detailed analysis of axis-angle migration. The described algorithm could play a notable role in the biomechanical analysis of human joints and offers a harbinger of IMU-based biosensors that may detect pathological patterns of joint disease and injury.
publishDate 2023
dc.date.accessioned.none.fl_str_mv 2023-10-25T15:39:10Z
dc.date.available.none.fl_str_mv 2023-10-25T15:39:10Z
dc.date.issued.fl_str_mv 2023-08-31
dc.type.es_PE.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.citation.es_PE.fl_str_mv Kim, W., Vela, E. A., Kohles, S. S., Huayamave, V., & Gonzalez, O. (2023). Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computation. Electronics, 12(17), 3694. MDPI. http://dx.doi.org/10.3390/electronics12173694
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12815/336
dc.identifier.doi.none.fl_str_mv https://doi.org/10.3390/electronics12173694
dc.identifier.journal.es_PE.fl_str_mv Electronics
identifier_str_mv Kim, W., Vela, E. A., Kohles, S. S., Huayamave, V., & Gonzalez, O. (2023). Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computation. Electronics, 12(17), 3694. MDPI. http://dx.doi.org/10.3390/electronics12173694
Electronics
url https://hdl.handle.net/20.500.12815/336
https://doi.org/10.3390/electronics12173694
dc.language.iso.es_PE.fl_str_mv eng
language eng
dc.rights.es_PE.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.es_PE.fl_str_mv application/pdf
dc.publisher.es_PE.fl_str_mv Multidisciplinary Digital Publishing Institute (MDPI)
dc.publisher.country.es_PE.fl_str_mv Perú
dc.source.es_PE.fl_str_mv Repositorio Institucional UTEC
Universidad de Ingeniería y Tecnología - UTEC
dc.source.none.fl_str_mv reponame:UTEC-Institucional
instname:Universidad de Ingeniería y tecnología
instacron:UTEC
instname_str Universidad de Ingeniería y tecnología
instacron_str UTEC
institution UTEC
reponame_str UTEC-Institucional
collection UTEC-Institucional
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spelling Kim, WangdoVela, Emir A.Kohles, SeanHuayamave, VictorGonzalez, Oscar M.2023-10-25T15:39:10Z2023-10-25T15:39:10Z2023-08-31Kim, W., Vela, E. A., Kohles, S. S., Huayamave, V., & Gonzalez, O. (2023). Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computation. Electronics, 12(17), 3694. MDPI. http://dx.doi.org/10.3390/electronics12173694https://hdl.handle.net/20.500.12815/336https://doi.org/10.3390/electronics12173694ElectronicsInertial kinetics and kinematics have substantial influences on human biomechanical function. A new algorithm for Inertial Measurement Unit (IMU)-based motion tracking is presented in this work. The primary aims of this paper are to combine recent developments in improved biosensor technology with mainstream motion-tracking hardware to measure the overall performance of human movement based on joint axis-angle representations of limb rotation. This work describes an alternative approach to representing three-dimensional rotations using a normalized vector around which an identified joint angle defines the overall rotation, rather than a traditional Euler angle approach. Furthermore, IMUs allow for the direct measurement of joint angular velocities, offering the opportunity to increase the accuracy of instantaneous axis of rotation estimations. Although the axis-angle representation requires vector quotient algebra (quaternions) to define rotation, this approach may be preferred for many graphics, vision, and virtual reality software applications. The analytical method was validated with laboratory data gathered from an infant dummy leg’s flexion and extension knee movements and applied to a living subject’s upper limb movement. The results showed that the novel approach could reasonably handle a simple case and provide a detailed analysis of axis-angle migration. 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