A Novel Water Proof Prosthetic Hand Based on Conductive Silicon sEMG Sensors

被引:0
|
作者
Xue, Jianing [1 ]
Kang, Fei [1 ]
Yokoi, Hiroshi [2 ]
Zhu, Chi [3 ]
Duan, Feng [1 ]
机构
[1] Nankai Univ, Coll Artificial Intelligence, Tianjin, Peoples R China
[2] Univ Electrocommun, Brain Sci Inspired Life Support Res Ctr, Tokyo, Japan
[3] Maebashi Inst Technol, Dept Syst Life Engn, Maebashi, Gumma, Japan
基金
中国国家自然科学基金;
关键词
PATTERN-RECOGNITION; CLASSIFICATION; NUMBER;
D O I
10.1109/rcar49640.2020.9303310
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Although current prosthetic hands can provide some hand functions for the amputees, they are impossible to be used in the water. During the amputees' daily lives, it is inevitable for them to use hands in the water environment, such as washing, swimming. In order to improve the quality of amputees' lives, it is very necessary to develop a water proof prosthetic hand. We develope conductive silicon surface electromyography (sEMG) sensors to acquire sEMG signals in the water environment. For sEMG signals collected by flexible water proof electrodes in the water, we develope sEMG signals recognition method. The experimental results show that we can control the prosthetic hand to complete four gestures based on the sENIG signals, and the accuracy is 93.89%. Therefore, it can be concluded that the sEMG signals recognition method and the prosthetic hand control system are feasible.
引用
收藏
页码:44 / 49
页数:6
相关论文
共 50 条
  • [41] A Novel Prosthetic Hand Control Approach Based on Genetic Algorithm and Wavelet Packet Transform Features
    Karimi, Mohammad
    WORLD CONGRESS ON ENGINEERING, WCE 2011, VOL II, 2011, : 1647 - 1652
  • [42] Novel photodetectors and image sensors based on silicon-on-insulator substrate
    Wan, J.
    Bao, W. Z.
    Deng, J. N.
    Liu, J.
    Arsalan, M.
    Guo, Z. X.
    Cao, X. Y.
    17TH IEEE INTERNATIONAL CONFERENCE ON IC DESIGN AND TECHNOLOGY (ICICDT 2019), 2019,
  • [43] Development of infrared water sensors based on novel light sources
    Donohue, JR
    Masterson, HJ
    Mazé, G
    O'Dwyer, K
    MacCraith, BD
    OPTO-IRELAND 2002: OPTICS AND PHOTONICS TECHNOLOGIES AND APPLICATIONS, PTS 1 AND 2, 2003, 4876 : 1204 - 1212
  • [44] Developing a Novel Prosthetic Hand with Wireless Wearable Sensor Technology Based on User Perspectives: A Pilot Study
    Shimizu, Yukiyo
    Mori, Takahiko
    Yoshikawa, Kenichi
    Katane, Daisuke
    Torishima, Hiroyuki
    Hara, Yuki
    Yozu, Arito
    Yamazaki, Masashi
    Hada, Yasushi
    Mutsuzaki, Hirotaka
    SENSORS, 2024, 24 (09)
  • [45] NOVEL LANGMUIR-BLODGETT MEMBRANES FOR SILICON-BASED ION SENSORS
    VOGEL, A
    HOFFMANN, B
    SCHWIEGK, S
    WEGNER, G
    SENSORS AND ACTUATORS B-CHEMICAL, 1991, 4 (1-2) : 65 - 71
  • [46] Towards a novel class of photoacoustics-based water contamination sensors
    Grzegorczyk, M.
    Pogorzelski, S.
    Rochowski, P.
    JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING, 2022, 10 (03):
  • [47] Hand Gesture Recognition Based on Surface Electromyogram Signal (sEMG) with Muscular Contraction Level and Real Time Implementation on An Artificial Prosthetic Wrist Using Artificial Neural Network (ANN)
    Hasan, Ahmed Faiyaz
    Ul Masud, Hozaif
    Anzar, Tansif
    Hasan, Probudha
    2020 IEEE REGION 10 SYMPOSIUM (TENSYMP) - TECHNOLOGY FOR IMPACTFUL SUSTAINABLE DEVELOPMENT, 2020, : 1648 - 1651
  • [48] Proof of Concept of the Regeneration Part in a Novel Desiccant-Based Atmospheric Water Generator
    Ahmed, M. A. M.
    Shamet, O.
    Lawal, D. U.
    Antar, M. A.
    Zubair, S. M.
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2023, 49 (2) : 2813 - 2829
  • [49] Proof of Concept of the Regeneration Part in a Novel Desiccant-Based Atmospheric Water Generator
    M. A. M. Ahmed
    O. Shamet
    D. U. Lawal
    M. A. Antar
    S. M. Zubair
    Arabian Journal for Science and Engineering, 2024, 49 : 2813 - 2829
  • [50] A novel hybrid closed-loop control approach for dexterous prosthetic hand based on myoelectric control and electrical stimulation
    Jiang, Li
    Huang, Qi
    Yang, Dapeng
    Fan, Shaowei
    Liu, Hong
    INDUSTRIAL ROBOT-THE INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH AND APPLICATION, 2018, 45 (04): : 526 - 538