• DocumentCode
    3580112
  • Title

    Grasping model identification for ZJUT hand

  • Author

    Wang Zhiheng ; Bao Guanjun ; Du Mingyu ; Yang Qinghua

  • Author_Institution
    Key Lab. of E&M, Zhejiang Univ. of Technol., Hangzhou, China
  • fYear
    2014
  • Firstpage
    1159
  • Lastpage
    1166
  • Abstract
    A new type of air-driven multi-fingered dexterous hand, named ZJUT Hand, is proposed. ZJUT Hand has good passive flexibility and can make up for the deficiency of existing dexterous hands in some ways. A new method for grasping model identification based ANFIS is proposed. Simulation experimental results show that the method can easily establish the model of the target objects, and has very good recognition accuracy and convergence. Equivalent rules of target objects are presented and greatly improve the efficiency of identification. A general grasp planning program of multi-fingered dexterous hand is proposed. Finally, the grasp planning experiments for ZJUT Hand is completed. Experimental results show that ZJUT Hand is able to construct the models of two typical target objects.
  • Keywords
    dexterous manipulators; flexible manipulators; pneumatic actuators; ANFIS; ZJUT hand; air-driven multifingered dexterous hand; flexible pneumatic actuator; general grasp planning program; grasping model identification; passive flexibility; recognition accuracy; target objects; Adaptation models; Equations; Grasping; Mathematical model; Object recognition; Thumb; Training; ANFIS; Flexible pneumatic actuator FPA; Grasping model; Hyperelliptic equation; ZJUT Hand;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Automation Robotics & Vision (ICARCV), 2014 13th International Conference on
  • Type

    conf

  • DOI
    10.1109/ICARCV.2014.7064469
  • Filename
    7064469