Development of myoelectric hand that determines hand posture and estimates grip force simultaneously

被引:14
|
作者
Yamanoi, Yusuke [1 ]
Morishita, SOichiro [2 ]
Kato, Ryu [1 ]
Yokoi, Hiroshi [3 ]
机构
[1] Yokohama Natl Univ, Fac Engn, Hodogaya Ku, 79-1 Tokiwadai, Yokohama, Kanagawa 2408501, Japan
[2] Univ Electrocommun, Brain Sci Inspired Life Support Res Ctr, 1-5-1 Chofugaoka, Chofu, Tokyo 1828585, Japan
[3] Univ Electrocommun, Fac Informat & Engn, 1-5-1 Chofugaoka, Chofu, Tokyo 1828585, Japan
关键词
Myoelectric hand; Signal processing; Pattern recognition; Force estimation;
D O I
10.1016/j.bspc.2017.06.019
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The purpose of this study is to develop a myoelectric hand that determines hand posture and estimates grip force simultaneously like human hands. Methods for simultaneous hand posture determination and grip force estimation typically yield unsatisfying results because of the complex characteristics of electromyogram (EMG) signals. In this study, the authors developed a myoelectric hand that is able to control both force and posture using a method proposed in our previous study. Tests of the grasp ability of the myoelectric hand conducted with healthy men and an amputee showed that the proposed method can be used to control both grip force and hand posture simultaneously with sufficiently accuracy in a real environment. In conclusion, it was suggested that the hand that control posture and force simultaneously improve the dexterity of amputees. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:312 / 321
页数:10
相关论文
共 50 条
  • [1] An Experimental Study of the Influence of Hand-Arm Posture and Grip Force on the Mechanical Impedance of Hand-Arm System
    Zhang, Wenjie
    Wang, Qichao
    Xu, Zheng
    Xu, Hongmei
    Li, Hang
    Dong, Jiajun
    Ma, Xinbo
    [J]. SHOCK AND VIBRATION, 2021, 2021
  • [2] The Effect of Force Distribution and Magnitude at the Hand-Tool Interface on the Accuracy of Grip Force Estimates
    Raymond W. McGorry
    Patrick G. Dempsey
    Jeffrey S. Casey
    [J]. Journal of Occupational Rehabilitation, 2004, 14 : 255 - 266
  • [3] The effect of force distribution and magnitude at the hand-tool interface on the accuracy of grip force estimates
    McGorry, RW
    Dempsey, PG
    Casey, JS
    [J]. JOURNAL OF OCCUPATIONAL REHABILITATION, 2004, 14 (04) : 255 - 266
  • [4] Grasping-posture classification using myoelectric signal on hand pre-shaping for natural control of myoelectric hand
    Suzuki, Daiki
    Yamanoi, Yusuke
    Yamada, Hiroshi
    Wakita, Ko
    Kato, Ryu
    Yokoi, Hiroshi
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON TECHNOLOGIES FOR PRACTICAL ROBOT APPLICATIONS (TEPRA), 2015,
  • [5] A practical posture for hand grip dynamometry in the clinical setting
    Hillman, TE
    Nunes, QM
    Hornby, ST
    Stanga, Z
    Neal, KR
    Rowlands, BJ
    Allison, SP
    Lobo, DN
    [J]. CLINICAL NUTRITION, 2005, 24 (02) : 224 - 228
  • [6] An Investigation of the Effect of Hand-Arm Posture and Grip Force on Vibration Transmission Rate of Human Hand-Arm System
    Zhang, Wenjie
    Li, Hang
    Dong, Jiajun
    Qin, Zengzhi
    Xu, Hongmei
    Shang, Yujun
    [J]. IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF MECHANICAL ENGINEERING, 2022, 46 (03) : 667 - 677
  • [7] An Investigation of the Effect of Hand-Arm Posture and Grip Force on Vibration Transmission Rate of Human Hand-Arm System
    Wenjie Zhang
    Hang Li
    Jiajun Dong
    Zengzhi Qin
    Hongmei Xu
    Yujun Shang
    [J]. Iranian Journal of Science and Technology, Transactions of Mechanical Engineering, 2022, 46 : 667 - 677
  • [8] Myoelectric Prosthetic Hand with High Grasping Force
    Kawasaki, Haruhisa
    Mouri, Tetsuya
    [J]. JOURNAL OF ROBOTICS AND MECHATRONICS, 2014, 26 (01) : 100 - 100
  • [9] Development of an integrated digital hand grip dynamometer and norm of hand grip strength
    Chang, Ho
    Chen, Chih-Hao
    Huang, Tung-Sun
    Tai, Chun-Yen
    [J]. BIO-MEDICAL MATERIALS AND ENGINEERING, 2015, 26 : S611 - S617
  • [10] Development of surface myoelectric sensor for myoelectric hand prosthesis
    Choi, Gi-Won
    Moon, In-Hyuk
    Choe, Gyu-Ha
    Mun, Mu-Seong
    [J]. 2006 IEEE POWER ELECTRONICS SPECIALISTS CONFERENCE, VOLS 1-7, 2006, : 527 - 531