Wearable Motion Analysis System for Thoracic Spine Mobility With Inertial Sensors

doi:10.1109/TNSRE.2024.3384926

CORC > 自动化研究所 > 中国科学院自动化研究所 > 复杂系统管理与控制国家重点实验室 > 机器人应用与理论组

	Wearable Motion Analysis System for Thoracic Spine Mobility With Inertial Sensors
	Zhu, Chenyao 2,3; Luo, Lan 4; Li, Rui 5; Guo, Junhui 2,6; Wang, Qining 1,2,7,8
刊名	IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
	2024
卷号	32 页码:1884-1895
关键词	Spine Back Pain Wireless communication Ribs Bluetooth Read only memory Thoracic spine mobility continuous movement quantitative analysis reliability wearable sensors
ISSN号	1534-4320
DOI	10.1109/TNSRE.2024.3384926
通讯作者	Guo, Junhui(gjh8207@stu.pku.edu.cn) ; Wang, Qining(qiningwang@pku.edu.cn)
英文摘要	This study presents a wireless wearable portable system designed for the automatic quantitative spatio-temporal analysis of continuous thoracic spine motion across various planes and degrees of freedom (DOF). This includes automatic motion segmentation, computation of the range of motion (ROM) for six distinct thoracic spine movements across three planes, tracking of motion completion cycles, and visualization of both primary and coupled thoracic spine motions. To validate the system, this study employed an Inter-days experimental setting to conduct experiments involving a total of 957 thoracic spine movements, with participation from two representatives of varying age and gender. The reliability of the proposed system was assessed using the Intraclass Correlation Coefficient (ICC) and Standard Error of Measurement (SEM). The experimental results demonstrated strong ICC values for various thoracic spine movements across different planes, ranging from 0.774 to 0.918, with an average of 0.85. The SEM values ranged from 0.64 degrees to 4.03 degrees, with an average of 1.93 degrees. Additionally, we successfully conducted an assessment of thoracic spine mobility in a stroke rehabilitation patient using the system. This illustrates the feasibility of the system for actively analyzing thoracic spine mobility, offering an effective technological means for non-invasive research on thoracic spine activity during continuous movement states.
资助项目	National Natural Science Foundation of China
WOS关键词	LOW-BACK-PAIN ; LUMBAR SPINE ; SAGITTAL ALIGNMENT ; EXTENSION MOTION ; IN-VIVO ; KINEMATICS ; RELIABILITY ; POSTURE ; TRUNK ; MOVEMENT
WOS研究方向	Engineering ; Rehabilitation
语种	英语
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
WOS记录号	WOS:001226163700004
资助机构	National Natural Science Foundation of China
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/58346]
专题	自动化研究所_复杂系统管理与控制国家重点实验室_机器人应用与理论组
通讯作者	Guo, Junhui; Wang, Qining
作者单位	1.Peking Univ, Inst Artificial Intelligence, Beijing 100871, Peoples R China 2.Peking Univ, Coll Engn, Dept Adv Mfg & Robot, Beijing 100871, Peoples R China 3.Beijing Engn Res Ctr Intelligent Rehabil Engn, Beijing 100871, Peoples R China 4.Harvard Med Sch, Beth Israel Deaconess Med Ctr, Dept Neurol, Boston, MA 02115 USA 5.Chinese Acad Sci, Inst Automat, State Key Lab Multimodal Artificial Intelligence S, Beijing 100190, Peoples R China 6.PKUCare CNOOC Hosp, Dept Rehabil Med, Tianjin 300452, Peoples R China 7.Peking Univ Third Hosp, Beijing 100191, Peoples R China 8.Univ Hlth & Rehabil Sci, Qingdao 266071, Peoples R China
推荐引用方式 GB/T 7714	Zhu, Chenyao,Luo, Lan,Li, Rui,et al. Wearable Motion Analysis System for Thoracic Spine Mobility With Inertial Sensors[J]. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING,2024,32:1884-1895.
APA	Zhu, Chenyao,Luo, Lan,Li, Rui,Guo, Junhui,&Wang, Qining.(2024).Wearable Motion Analysis System for Thoracic Spine Mobility With Inertial Sensors.IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING,32,1884-1895.
MLA	Zhu, Chenyao,et al."Wearable Motion Analysis System for Thoracic Spine Mobility With Inertial Sensors".IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 32(2024):1884-1895.