Tremor suppression strategy of the tremor suppression robot

被引:0
|
作者
赵杰 [1 ]
李军强 [1 ]
樊继壮 [1 ]
臧希喆 [1 ]
机构
[1] State Key Laboratory of Robotics and System,Harbin Institute of Technology
关键词
magnetorheological damper; fuzzy neural network; data fusion; tremor suppression strategy;
D O I
暂无
中图分类号
TP242 [机器人];
学科分类号
1111 ;
摘要
Based on the development of the performance of magnetorheological damper,the tremor suppression strategy that uses angle displacement sensor and force sensor to sense the information of the tremor and uses the fuzzy neural network as the control algorithm is presented. The information of the maximum tremor torque can be achieved exactly by means fusing the data of displacement sensor and the data of force sensor. Due to the slow change of the maximum tremor torque,the fuzzy neural network with single input variable and single output variable is adopted as the control algorithm,and the mathematic model of fuzzy neural network is worked out. The elbow tremor suppression model is established to provide tremor information for fuzzy neural network training and tremor suppression strategy simulation,then the off-line fuzzy neural network training is finished with the selected training data set,and the tremor suppression strategy is simulated. Simulation results show that the tremor suppression strategy has presented is effectually for the tremor suppression.
引用
收藏
页码:1 / 6
页数:6
相关论文
共 50 条
  • [21] A Novel Suppression Algorithm of Isometric Tremor for the Vascular Interventional Surgical Robot
    Guo, Shuxiang
    Shen, Rui
    Xiao, Nan
    Bao, Xianqiang
    2018 13TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2018, : 135 - 140
  • [22] VARIABLE STIFFNESS MECHANISM FOR TREMOR SUPPRESSION IN HUMAN-ROBOT INTERACTION
    Jujjavarapu, Sri Sadhan
    Karami, M. Amin
    Esfashani, Ehsan T.
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2018, VOL 5A, 2018,
  • [23] Development of Tremor-Suppression Filter for Meal-Assist Robot
    Ohara, Eiichi
    Yano, Ken'ichi
    Horihata, Satoshi
    Aoki, Takaaki
    Nishimoto, Yutaka
    WORLD HAPTICS 2009: THIRD JOINT EUROHAPTICS CONFERENCE AND SYMPOSIUM ON HAPTIC INTERFACES FOR VIRTUAL ENVIRONMENT AND TELEOPERATOR SYSTEMS, PROCEEDINGS, 2009, : 238 - +
  • [24] Tremor Suppression Control of Meal-Assist Robot with Adaptive Filter
    Ohara, Eiichi
    Yano, Kenichi
    Horihata, Satoshi
    Aoki, Takaaki
    Nishimoto, Yutaka
    2009 IEEE 11TH INTERNATIONAL CONFERENCE ON REHABILITATION ROBOTICS, VOLS 1 AND 2, 2009, : 580 - +
  • [25] Sensory electrical stimulation for suppression of postural tremor in patients with essential tremor
    Heo, Jae-Hoon
    Kim, Ji-Won
    Kwon, Yuri
    Lee, Sang-Ki
    Eom, Gwang-Moon
    Kwon, Do-Young
    Lee, Chan-Nyeong
    Park, Kun-Woo
    Manto, Mario
    BIO-MEDICAL MATERIALS AND ENGINEERING, 2015, 26 : S803 - S809
  • [26] Electrical stimulation for the suppression of pathological tremor
    Maneski, Lana Popovic
    Jorgovanovic, Nikola
    Ilic, Vojin
    Dosen, Strahinja
    Keller, Thierry
    Popovic, Mirjana B.
    Popovic, Dejan B.
    MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2011, 49 (10) : 1187 - 1193
  • [27] Development of a Wearable Tremor Suppression Glove
    Zhou, Yue
    Jenkins, Mary E.
    Naish, Michael D.
    Trejos, Ana Luisa
    2018 7TH IEEE INTERNATIONAL CONFERENCE ON BIOMEDICAL ROBOTICS AND BIOMECHATRONICS (BIOROB2018), 2018, : 640 - 645
  • [28] Tremor Suppression With Mechanical Vibration Stimulation
    Liu, Wenbin
    Kai, Takeru
    Kiguchi, Kazuo
    IEEE ACCESS, 2020, 8 : 226199 - 226212
  • [29] Electrical stimulation for the suppression of pathological tremor
    Lana Popović Maneski
    Nikola Jorgovanović
    Vojin Ilić
    Strahinja Došen
    Thierry Keller
    Mirjana B. Popović
    Dejan B. Popović
    Medical & Biological Engineering & Computing, 2011, 49 : 1187 - 1193
  • [30] SUPPRESSION OF ACTION TREMOR BY SENSORY ELECTRICAL STIMULATION IN PATIENTS WITH ESSENTIAL TREMOR
    Heo, Jae-Hoon
    Kwon, Yuri
    Jeon, Hyeong-Min
    Kwon, Do-Young
    Lee, Chan-Nyeong
    Park, Keon-Woo
    Manto, Mario
    Kim, Ji-Won
    Eom, Gwang-Moon
    JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY, 2016, 16 (08)