Development of Joint Activity Angle Measurement and Cloud Data Storage System

被引:6
作者
Tuan, Chiu-Ching [1 ]
Wu, Yi-Chao [2 ]
Yeh, Wen-Ling [3 ]
Wang, Chun-Chieh [4 ]
Lu, Chi-Heng [4 ]
Wang, Shao-Wei [1 ]
Yang, Jack [5 ]
Lee, Tsair-Fwu [6 ]
Kao, Hsuan-Kai [7 ,8 ,9 ]
机构
[1] Natl Taipei Univ Technol, Dept Elect Engn, Taipei 10608, Taiwan
[2] Natl Taitung Univ, Interdisciplinary Program Green & Informat Techno, Taitung 95092, Taiwan
[3] Lotung Poh Ai Hosp, Dept Orthoped, Yilan 26546, Taiwan
[4] Chang Gung Mem Hosp Linkou, Dept Radiat Oncol, Taoyuan 33305, Taiwan
[5] Monmouth Med Ctr, RWJ Med Sch, Dept Radiat Oncol, Long Branch, NJ 07740 USA
[6] Natl Kaohsiung Univ Sci & Technol, Dept Elect Engn, Kaohsiung 80708, Taiwan
[7] Chang Gung Mem Hosp, Bone & Joint Res Ctr, Linkou 33305, Taiwan
[8] Chang Gung Univ, Coll Med, Taoyuan 33305, Taiwan
[9] Chang Gung Mem Hosp Linkou, Dept Orthoped Surg, Taoyuan 33305, Taiwan
关键词
elbow range of motion (ROM); extremities rehabilitation; goniometer; weighted moving average filter (WMAF); Kalman filter; cloud database; ELBOW RANGE; MOTION; RELIABILITY; PHOTOGRAPHY; VALIDITY;
D O I
10.3390/s22134684
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In this study, we developed a range of motion sensing system (ROMSS) to simulate the function of the elbow joint, with errors less than 0.76 degrees and 0.87 degrees in static and dynamic verification by the swinging and angle recognition modules, respectively. In the simulation process, the gamma correlation coefficient of the Pearson difference between the ROMSS and the universal goniometer was 0.90, the standard deviations of the general goniometer measurements were between +/- 2 degrees and +/- 2.6 degrees, and the standard deviations between the ROMSS measurements were between +/- 0.5 degrees and +/- 1.6 degrees. With the ROMSS, a cloud database was also established; the data measured by the sensor could be uploaded to the cloud database in real-time to provide timely patient information for healthcare professionals. We also developed a mobile app for smartphones to enable patients and healthcare providers to easily trace the data in real-time. Historical data sets with joint activity angles could be retrieved to observe the progress or effectiveness of disease recovery so the quality of care could be properly assessed and maintained.
引用
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页数:14
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