Reconstruction of body motion during self-reported losses of balance in community-dwelling older adults

被引:14
作者
Ojeda, Lauro V. [1 ]
Adamczyk, Peter G. [2 ,5 ]
Rebula, John R. [1 ]
Nyquist, Linda V. [3 ]
Strasburg, Debra M. [3 ]
Alexander, Neil B. [3 ,4 ]
机构
[1] Univ Michigan, Dept Mech Engn, Ann Arbor, MI 48109 USA
[2] Univ Wisconsin, Dept Mech Engn, Madison, WI 53706 USA
[3] Univ Michigan, Dept Internal Med, Div Geriatr & Palliat Med, Ann Arbor, MI 48109 USA
[4] VA Ann Arbor Hlth Care Syst Geriatr Res Educ & Cl, Ann Arbor, MI USA
[5] Intelligent Prosthet Syst LLC, Madison, WI USA
关键词
FALL-DETECTION; CIRCUMSTANCES; CONSEQUENCES; CAPTURE; PEOPLE; RISK; CARE;
D O I
10.1016/j.medengphy.2018.12.008
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Older adults experience slips, trips, stumbles, and other losses of balance (LOBs). LOBs are more common than falls and are closely linked to falls and fall-injuries. Data about real-world LOBs is limited, particularly information quantifying the prevalence, frequency, and intrinsic and extrinsic circumstances in which they occur. This paper describes a new method to identify and analyze LOBs through long-term recording of community-dwelling older adults. The approach uses wearable inertial measurement units (IMUs) on the feet, trunk and one wrist, together with a voice recorder for immediate, time-stamped self-reporting of the type, context and description of LOBs. Following identification of an LOB in the voice recording, concurrent IMU data is used to estimate foot paths and body motions, and to create body animations to analyze the event. In this pilot study, three older adults performed a long-term monitoring study, with four weeks recording LOBs by voice and two concurrent weeks wearing IMUs. This report presents a series of LOB cases to illustrate the proposed method, and how it can contribute to interpretation of the causes and contexts of the LOBs. The context and timing information from the voice records was critical to the process of finding and analyzing LOB events within the voluminous sensor data record, and included much greater detail, specificity, and nuance than past diary or smartphone reporting. Published by Elsevier Ltd on behalf of IPEM.
引用
收藏
页码:86 / 92
页数:7
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