Reliability and Validity of a Wearable Inertial Sensor System for Gait Assessment in Healthy Young Adults

被引:9
|
作者
Hou, Ying [1 ]
Wang, Shujia [1 ]
Li, Jinping [1 ]
Komal, Sana [2 ]
Li, Ke [2 ]
机构
[1] Nanjing Med Univ, Suzhou Municipal Hosp, Gusu Sch, Affiliated Suzhou Hosp,Dept Rehabil Med, Suzhou, Peoples R China
[2] Shandong Univ, Sch Control Sci & Engn, Dept Biomed Engn, Lab Rehabil Engn, Jinan, Peoples R China
来源
2021 14TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2021) | 2021年
关键词
Wearable devices; Reliability; Validity; Gait;
D O I
10.1109/CISP-BMEI53629.2021.9624463
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Wearable inertial sensors are considered to be low cost, portable and user-friendly for gait assessment. But relatively little is known about their reliability and validity compared with the other well-established, sophisticated techniques. This study aimed to determine the reliability and validity of an inertial sensor system (APDM Mobility Lab). A total of 20 participants were commanded to take a 10-m walk at their self-selected speeds. A series of gait parameters were collected and analyzed by this wearable gait analysis system and a three-dimension (3-D) motion analysis system simultaneously. The reliability of APDM system was evaluated using interclass correlation coefficient (ICC). The Pearson correlation analysis was used to evaluate the relations of spatiotemporal parameters from the two systems. Furthermore, Bland-Altman analysis was applied to evaluate the validity of APDM system. Results showed that the inertial sensor system of APDM Mobility Lab demonstrated excellent reliability (ICC = 0.905-0.991). The parameters analyzed by APDM system and 3-D motion capture system showed moderate to high correlations for stride length, mean velocity and cadence (r = 0.551-0.875). Moreover, Bland-Altman analysis demonstrated that the bias of all parameters approached to zero, particularly for the stride time, stride length and mean velocity. The wearable inertial sensor-based system used in this study is a comparatively reliable and valid tool for spatiotemporal gait assessment in healthy adults.
引用
收藏
页数:6
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