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
收藏
页数:18
相关论文
共 50 条
  • [21] Differentiating Essential Tremor and Parkinson's Disease using a Wearable Sensor - A Pilot Study
    Locatelli, Patrick
    Alimonti, Dario
    2017 7TH IEEE INTERNATIONAL WORKSHOP ON ADVANCES IN SENSORS AND INTERFACES (IWASI), 2017, : 213 - 218
  • [22] CNN-Based PD Hand Tremor Detection Using Inertial Sensors
    Tong, Lina
    He, Jiaji
    Peng, Liang
    IEEE SENSORS LETTERS, 2021, 5 (07)
  • [23] Novel strategies based on sensory electrical stimulation to manage tremor in Parkinson's disease. A pilot study
    Pardo, C. Montero
    Sanchez, M. Gonzalez
    Valdunciel, A. Pascual
    Perez, J. Sanchez
    Moreno, J. Camilo
    Barroso, F. Oliveira
    Grandas, F.
    Pons, J. Luis
    MOVEMENT DISORDERS, 2022, 37 : S426 - S426
  • [24] FPL tendon thickness, tremor and hand functions in Parkinson's disease
    Toktas, Hasan
    Dundar, Umit
    Kusbeci, Ozge Yilmaz
    Ulasli, Alper Murat
    Toy, Ozgur
    Oruc, Serdar
    OPEN MEDICINE, 2016, 11 (01): : 16 - 20
  • [25] Family history of hand tremor in patients with early Parkinson's disease
    Choi, Seong-Min
    Cho, Soo Hyun
    Kang, Kyung Wook
    Kim, Jae-Myung
    Kim, Byeong C.
    JOURNAL OF CLINICAL NEUROSCIENCE, 2021, 90 : 161 - 164
  • [26] Temporal fluctuations of tremor signals from inertial sensor: a preliminary study in differentiating Parkinson’s disease from essential tremor
    Chusak Thanawattano
    Ronachai Pongthornseri
    Chanawat Anan
    Songphon Dumnin
    Roongroj Bhidayasiri
    BioMedical Engineering OnLine, 14
  • [27] Temporal fluctuations of tremor signals from inertial sensor: a preliminary study in differentiating Parkinson's disease from essential tremor
    Thanawattano, Chusak
    Pongthornseri, Ronachai
    Anan, Chanawat
    Dumnin, Songphon
    Bhidayasiri, Roongroj
    BIOMEDICAL ENGINEERING ONLINE, 2015, 14
  • [28] Feasibility study: Effect of hand resistance exercise on handwriting in Parkinson's disease and essential tremor
    Bryant, Mon S.
    Workman, Craig D.
    Jamal, Fariha
    Meng, Hao
    Jackson, George R.
    JOURNAL OF HAND THERAPY, 2018, 31 (01) : 29 - 34
  • [29] Visualization of Parkinson’s Disease Tremor for a Telemedicine System
    Du, Tingyu
    Komuro, Takashi
    Ogawa-Ochiai, Keiko
    Communications in Computer and Information Science, 2022, 1654 CCIS : 414 - 419
  • [30] A longitudinal study of tremor frequencies in Parkinson's disease and essential tremor
    Hellwig, B.
    Mund, P.
    Schelter, B.
    Guschlbauer, B.
    Timmer, J.
    Luecking, C. H.
    CLINICAL NEUROPHYSIOLOGY, 2009, 120 (02) : 431 - 435