Smart Gait-Aid Glasses for Parkinson's Disease Patients

被引:38
|
作者
Ahn, DaeHan [1 ]
Chung, Hyerim [1 ]
Lee, Ho-Won [2 ]
Kang, Kyunghun [2 ]
Ko, Pan-Woo [2 ]
Kim, Nam Sung [3 ]
Park, Taejoon [4 ]
机构
[1] Daegu Gyeoungbuk Inst Sci & Technol, Dept Informat & Commun Engn, Daegu, South Korea
[2] Kyungpook Natl Univ, Brain Sci & Engn Inst, Daegu, South Korea
[3] Univ Illinois, Dept Elect & Comp Engn, Chicago, IL 60680 USA
[4] Hanyang Univ, Dept Robot Engn, Ansan 426791, South Korea
关键词
Wearable gait-aid glasses; wearable computing; Parkinson's disease; inertial sensors; augmented reality; RHYTHMIC AUDITORY-STIMULATION; DEEP-BRAIN-STIMULATION; LEVODOPA; TRIAL; PEOPLE; CUES;
D O I
10.1109/TBME.2017.2655344
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Parkinson's disease (PD) is a chronic progressive disease caused by loss of dopaminergic neurons in the substantia nigra, degenerating the nervous system of a patient over time. Freezing of gait (FOG), which is a form of akinesia, is a symptom of PD. Meanwhile, recent studies show that the gait of PD patients experiencing FOG can be significantly improved by providing the regular visual or auditory patterns for the patients. In this paper, we propose a gait-aid system built upon smart glasses. Our system continuously monitors the gait and so on of a PD patient to detect FOG, and upon detection of FOG it projects visual patterns on the glasses as if the patterns were actually on the floor. Conducting experiments involving ten PD patients, we demonstrate that our system achieves the accuracy of 92.86% in detecting FOG episodes and that it improves the gait speed and stride length of PD patients by 15.3 similar to 37.2% and 18.7 similar to 31.7%, respectively.
引用
收藏
页码:2394 / 2402
页数:9
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