Ambulatory Assessment of the Dynamic Margin of Stability Using an Inertial Sensor Network

被引:10
作者
Guaitolini, Michelangelo [1 ,2 ]
Aprigliano, Federica [1 ,2 ]
Mannini, Andrea [1 ,2 ]
Micera, Silvestro [1 ,2 ,3 ,4 ]
Monaco, Vito [1 ,2 ,5 ]
Sabatini, Angelo Maria [1 ,2 ]
机构
[1] Scuola Super Sant Anna, BioRobot Inst, I-56127 Pisa, Italy
[2] Scuola Super Sant Anna, Dept Excellence Robot & AI, I-56127 Pisa, Italy
[3] Ecole Polytech Fed Lausanne, Ctr Neuroprosthet, Sch Engn, Bertarelli Fdn Chair Translat Neuroengn, CH-1015 Lausanne, Switzerland
[4] Ecole Polytech Fed Lausanne, Inst Bioengn, Sch Engn, CH-1015 Lausanne, Switzerland
[5] IRCCS Fdn Don Carlo Gnocchi, I-20148 Milan, Italy
关键词
margin of stability; inertial sensors; gait analysis; stability; BALANCE; WALKING; GAIT; PERTURBATIONS; PARAMETERS;
D O I
10.3390/s19194117
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Loss of stability is a precursor to falling and therefore represents a leading cause of injury, especially in fragile people. Thus, dynamic stability during activities of daily living (ADLs) needs to be considered to assess balance control and fall risk. The dynamic margin of stability (MOS) is often used as an indicator of how the body center of mass is located and moves relative to the base of support. In this work, we propose a magneto-inertial measurement unit (MIMU)-based method to assess the MOS of a gait. Six young healthy subjects were asked to walk on a treadmill at different velocities while wearing MIMUs on their lower limbs and pelvis. We then assessed the MOS by computing the lower body displacement with respect to the leading inverse kinematics approach. The results were compared with those obtained using a camera-based system in terms of root mean square deviation (RMSD) and correlation coefficient (rho). We obtained a RMSD of <= 1.80 cm and rho >= 0.85 for each walking velocity. The findings revealed that our method is comparable to camera-based systems in terms of accuracy, suggesting that it may represent a strategy to assess stability during ADLs in unstructured environments.
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收藏
页数:14
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