基于惯性生物传感器和轴矢量计算的生物力学损伤和疾病评估平台的验证。

IF 0.7 1区 哲学 0 PHILOSOPHY
JOURNAL OF THE HISTORY OF PHILOSOPHY Pub Date : 2023-09-01 Epub Date: 2023-08-31 DOI:10.3390/electronics12173694
Wangdo Kim, Emir A Vela, Sean S Kohles, Victor Huayamave, Oscar Gonzalez
{"title":"基于惯性生物传感器和轴矢量计算的生物力学损伤和疾病评估平台的验证。","authors":"Wangdo Kim, Emir A Vela, Sean S Kohles, Victor Huayamave, Oscar Gonzalez","doi":"10.3390/electronics12173694","DOIUrl":null,"url":null,"abstract":"<p><p>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.</p>","PeriodicalId":46448,"journal":{"name":"JOURNAL OF THE HISTORY OF PHILOSOPHY","volume":"14 1","pages":""},"PeriodicalIF":0.7000,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10653259/pdf/","citationCount":"0","resultStr":"{\"title\":\"Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computation.\",\"authors\":\"Wangdo Kim, Emir A Vela, Sean S Kohles, Victor Huayamave, Oscar Gonzalez\",\"doi\":\"10.3390/electronics12173694\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>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.</p>\",\"PeriodicalId\":46448,\"journal\":{\"name\":\"JOURNAL OF THE HISTORY OF PHILOSOPHY\",\"volume\":\"14 1\",\"pages\":\"\"},\"PeriodicalIF\":0.7000,\"publicationDate\":\"2023-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10653259/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"JOURNAL OF THE HISTORY OF PHILOSOPHY\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.3390/electronics12173694\",\"RegionNum\":1,\"RegionCategory\":\"哲学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2023/8/31 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"0\",\"JCRName\":\"PHILOSOPHY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"JOURNAL OF THE HISTORY OF PHILOSOPHY","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.3390/electronics12173694","RegionNum":1,"RegionCategory":"哲学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/8/31 0:00:00","PubModel":"Epub","JCR":"0","JCRName":"PHILOSOPHY","Score":null,"Total":0}
引用次数: 0

摘要

惯性动力学和运动学对人体的生物力学功能有着重要的影响。提出了一种基于惯性测量单元(IMU)的运动跟踪新算法。本文的主要目的是将改进的生物传感器技术的最新发展与主流运动跟踪硬件相结合,以基于肢体旋转的关节轴角表示来测量人体运动的整体性能。这项工作描述了一种替代方法来表示三维旋转,使用一个标准化的矢量,一个确定的关节角度定义整体旋转,而不是传统的欧拉角方法。此外,imu允许直接测量关节角速度,提供了提高瞬时旋转轴估计精度的机会。虽然轴角表示需要向量商代数(四元数)来定义旋转,但这种方法可能是许多图形、视觉和虚拟现实软件应用程序的首选方法。该分析方法通过收集婴儿假腿屈伸膝关节运动的实验室数据进行验证,并应用于活体受试者的上肢运动。结果表明,该方法可以合理地处理简单的情况,并提供了详细的轴角偏移分析。所描述的算法可以在人体关节的生物力学分析中发挥重要作用,并为基于imu的生物传感器提供了一个先兆,该传感器可以检测关节疾病和损伤的病理模式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Validation of a Biomechanical Injury and Disease Assessment Platform Applying an Inertial-Based Biosensor and Axis Vector Computation.

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.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
1.20
自引率
0.00%
发文量
72
期刊介绍: Since January 2002, the Journal of the History of Philosophy has been published by The Johns Hopkins University Press. For subscriptions, change of address, and back issues, please contact Subscription Services. In addition to photocopying allowed by the "fair use" doctrine, JHP authorizes personal or educational multiple-copying by instructors for use within a course. This policy does not cover photocopying for commercial use either by individuals or publishers. All such uses must be authorized by JHP.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信