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
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;
Conference_Titel :
Control Automation Robotics & Vision (ICARCV), 2014 13th International Conference on
DOI :
10.1109/ICARCV.2014.7064469