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与光学动作捕捉系统相比,用于连续测量颈椎活动范围的姿态航向参考系统和微软Kinect的验证

Validation of Attitude and Heading Reference System and Microsoft Kinect for Continuous Measurement of Cervical Range of Motion Compared to the Optical Motion Capture System.

作者信息

Song Young Seop, Yang Kyung Yong, Youn Kibum, Yoon Chiyul, Yeom Jiwoon, Hwang Hyeoncheol, Lee Jehee, Kim Keewon

机构信息

Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.; Interdisciplinary Program of Bioengineering, Graduate School, Seoul National University, Seoul, Korea.

School of Computer Science and Engineering, Seoul National University, Seoul, Korea.

出版信息

Ann Rehabil Med. 2016 Aug;40(4):568-74. doi: 10.5535/arm.2016.40.4.568. Epub 2016 Aug 24.

DOI:10.5535/arm.2016.40.4.568
PMID:27606262
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5012967/
Abstract

OBJECTIVE

To compare optical motion capture system (MoCap), attitude and heading reference system (AHRS) sensor, and Microsoft Kinect for the continuous measurement of cervical range of motion (ROM).

METHODS

Fifteen healthy adult subjects were asked to sit in front of the Kinect camera with optical markers and AHRS sensors attached to the body in a room equipped with optical motion capture camera. Subjects were instructed to independently perform axial rotation followed by flexion/extension and lateral bending. Each movement was repeated 5 times while being measured simultaneously with 3 devices. Using the MoCap system as the gold standard, the validity of AHRS and Kinect for measurement of cervical ROM was assessed by calculating correlation coefficient and Bland-Altman plot with 95% limits of agreement (LoA).

RESULTS

MoCap and ARHS showed fair agreement (95% LoA<10°), while MoCap and Kinect showed less favorable agreement (95% LoA>10°) for measuring ROM in all directions. Intraclass correlation coefficient (ICC) values between MoCap and AHRS in -40° to 40° range were excellent for flexion/extension and lateral bending (ICC>0.9). ICC values were also fair for axial rotation (ICC>0.8). ICC values between MoCap and Kinect system in -40° to 40° range were fair for all motions.

CONCLUSION

Our study showed feasibility of using AHRS to measure cervical ROM during continuous motion with an acceptable range of error. AHRS and Kinect system can also be used for continuous monitoring of flexion/extension and lateral bending in ordinary range.

摘要

目的

比较光学运动捕捉系统(MoCap)、姿态和航向参考系统(AHRS)传感器以及微软Kinect在连续测量颈椎活动范围(ROM)方面的性能。

方法

15名健康成年受试者被要求坐在配备光学运动捕捉摄像头的房间内的Kinect摄像头前,身上附着光学标记物和AHRS传感器。受试者被指示先独立进行轴向旋转,然后进行屈伸和侧弯动作。每个动作重复5次,同时用3种设备进行测量。以MoCap系统作为金标准,通过计算相关系数和具有95%一致性界限(LoA)的Bland-Altman图,评估AHRS和Kinect测量颈椎ROM的有效性。

结果

在测量所有方向的ROM时,MoCap和ARHS显示出较好的一致性(95% LoA<10°),而MoCap和Kinect显示出的一致性较差(95% LoA>10°)。MoCap和AHRS在-40°至40°范围内的组内相关系数(ICC)值在屈伸和侧弯方面表现优异(ICC>0.9)。轴向旋转的ICC值也较好(ICC>0.8)。MoCap和Kinect系统在-40°至40°范围内的ICC值在所有动作中表现一般。

结论

我们的研究表明,使用AHRS在连续运动期间测量颈椎ROM具有可行性,误差范围可接受。AHRS和Kinect系统也可用于在普通范围内对屈伸和侧弯进行连续监测。

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