A Smart Wearable Ring Device for Sensing Hand Tremor of Parkinson's Patients
Parkinson's disease (PD) is a very common neurodegenerative disease that occurs mostly in the fielderly. There are many main clinical manifestations of PD, such as tremor, bradykinesia, muscle rigidity, etc. Based on the current research on PD, the accurate and convenient detection of early sym...
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Veröffentlicht in: | Computer modeling in engineering & sciences 2021, Vol.126 (3), p.1217-1238 |
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Sprache: | eng |
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Zusammenfassung: | Parkinson's disease (PD) is a very common neurodegenerative disease that occurs mostly in the fielderly. There are many main clinical manifestations of PD, such as tremor, bradykinesia, muscle rigidity, etc. Based on the current research on PD, the accurate and convenient detection
of early symptoms is the key to detect PD. With the development of microelectronic and sensor technology, it is much easier to measure the barely noticeable tremor in just one hand for the early detection of Parkinson's disease. In this paper, we present a smart wearable device for detecting
hand tremor, in which MPU6050 (MIDI Processing Unit) consisting of a 3-axis gyroscope and a 3-axis accelerometer is used to collect acceleration and angular velocity of ngers. By analyzing the time of specific nger movements, we successfully recognized the tremor signals with high accuracy.
Meanwhile, with Bluetooth 4.0 (Bluetooth Low Energy, BLE) and networking terminal ability, tremor data can be transferred to a monitoring device in real time with extremely low energy consumption. The experimental results have shown that the proposed device (smart ring) is convenient for long-term
tremor detection which is vital for early detection and treatment for Parkinson's disease. |
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ISSN: | 1526-1492 1526-1506 1526-1506 |
DOI: | 10.32604/cmes.2021.014558 |