Automatic Evaluation of the 30-s Chair Stand Test Using Inertial/Magnetic-Based Technology in an Older Prefrail Population

被引:22
作者
Millor, Nora [1 ,2 ]
Lecumberri, Pablo [2 ]
Gomez, Marisol [2 ]
Martinez-Ramirez, Alicia [2 ]
Rodriguez-Manas, Leocadio [3 ]
Jose Garcia-Garcia, Francisco [4 ]
Izquierdo, Mikel [5 ]
机构
[1] Govt Navarra, Studies Res & Sport Med Ctr, Pamplona 31005, Spain
[2] Univ Publ Navarra, Dept Math, Pamplona 31006, Spain
[3] Univ Hosp Getafe, Div Geriatr Med, Madrid 28905, Spain
[4] Hosp Virgen del Valle, Div Geriatr Med, ES-45004 Toledo, Spain
[5] Univ Publ Navarra, Dept Hlth Sci, Pamplona 31006, Spain
关键词
Accelerometer; frailty; gyroscope; signal analysis; 30-s chair stand test; SIT-TO-STAND; MAXIMAL STRENGTH; MOVEMENT; VALIDITY; STROKE; MOTION; ACCELEROMETRY; ASSOCIATION; TRANSITIONS; PERFORMANCE;
D O I
10.1109/JBHI.2013.2238243
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The aim of this study was to evaluate the inertial measures of the 30-s chair stand test using modern body-fixed motion sensors. Polynomial data fitting was used to correct the drift effect in the position estimation. Thereafter, the three most important test cycles phases ("impulse," "stand up," and "sit down") were characterized and automatically analyzed. Automated test control is provided, making it possible for researchers without engineering knowledge to run the test. A collection of meaningful data based on kinematic variables is selected for further research. The proposed methodology for data analysis is a feasible tool for use in clinical settings. This method may not only improve rehabilitation therapies but also identify people at risk for falls more accurately than simply evaluating the number of cycles.
引用
收藏
页码:820 / 827
页数:8
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