HAND TREMOR DETECTION AND FEEDBACK SYSTEM BASED ON INERTIAL MEASUREMENT UNIT FOR PARKINSON'S DISEASE: A PILOT STUDY

被引:0
|
作者
Kwon, Il-jung [1 ]
Kim, Hyeonjong [2 ]
Ko, Junghyuk [1 ]
机构
[1] Korea Maritime & Ocean Univ, Dept Mech Engn, 727 Taejong Ro, Busan, South Korea
[2] Univ Calif Los Angeles, Dept Mech & Aerosp Engn, Los Angeles, CA 90095 USA
基金
新加坡国家研究基金会;
关键词
Hand tremor; tremor detection algorithm; wearable device; tremor simulator; Parkinson's disease; QUALITY-OF-LIFE;
D O I
10.1142/S0219519424400724
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
The hand tremor symptoms of Parkinson's disease (PD) patients are expressed in a wide variety of forms. These tremors are not limited to specific areas, but the most experienced by PD patients are hand-related. To detect such hand tremor symptoms, a device based on an inertial measurement unit (IMU) was used to measure changes in the vibration speed around the wrist. The sensor data collected from the gyroscope through a dedicated algorithm can be reflected to convert it into a result value of the number of tremors of the user, and hand tremor characteristics can be extracted. The performance of the system was validated using a hand tremor simulator. The experiments confirmed that the algorithm operated normally under the specific conditions set (5-18Hz) for hand tremor detection, and the operation results matched those of the theoretically detectable range. The wearable device can measure the user's bio-kinetic signals in daily life using a gyroscope, adjust the algorithm's sensitivity based on the severity of tremor symptoms, and continuously monitor symptoms by transmitting the recognition results via Bluetooth communication.
引用
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页数:18
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