Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computation
Descripción del Articulo
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...
| Autores: | , , , , |
|---|---|
| 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 |
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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 |
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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 |
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reponame:UTEC-Institucional instname:Universidad de Ingeniería y tecnología instacron:UTEC |
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Universidad de Ingeniería y tecnología |
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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. 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.application/pdfengMultidisciplinary Digital Publishing Institute (MDPI)Perúinfo:eu-repo/semantics/openAccessRepositorio Institucional UTECUniversidad de Ingeniería y Tecnología - UTECreponame:UTEC-Institucionalinstname:Universidad de Ingeniería y tecnologíainstacron:UTECBiosensorsInstantaneous axis-angle representationsIMUInertial measurement unitsQuaternionsInverse and forward kinematicsInstantaneous axis of rotationMotion tracking sensorshttps://purl.org/pe-repo/ocde/ford#2.03.01Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computationinfo:eu-repo/semantics/articleLICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.utec.edu.pe/bitstream/20.500.12815/336/1/license.txt8a4605be74aa9ea9d79846c1fba20a33MD51open accessORIGINALelectronics-12-03694-v3.pdfelectronics-12-03694-v3.pdfapplication/pdf5018522http://repositorio.utec.edu.pe/bitstream/20.500.12815/336/2/electronics-12-03694-v3.pdf6f0f3d3fcc39dd4260b3992b682c1678MD52open accessTEXTelectronics-12-03694-v3.pdf.txtelectronics-12-03694-v3.pdf.txtExtracted texttext/plain64828http://repositorio.utec.edu.pe/bitstream/20.500.12815/336/5/electronics-12-03694-v3.pdf.txt902edc6c28701c3af32ddf4bb727591dMD55open accessTHUMBNAILelectronics-12-03694-v3.pdf.jpgelectronics-12-03694-v3.pdf.jpgGenerated Thumbnailimage/jpeg14920http://repositorio.utec.edu.pe/bitstream/20.500.12815/336/6/electronics-12-03694-v3.pdf.jpg1c4d4b8d0f128b24f0c53fe64082253aMD56open access20.500.12815/336oai:repositorio.utec.edu.pe:20.500.12815/3362024-04-11 03:00:49.711open accessRepositorio Institucional UTECrepositorio@utec.edu.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 |
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La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).