Workspace Modeling and Analysis for Dexterous Hands

Author:

Yang Wenzhen1,Wu Xinli1,Zhang Hua1

Affiliation:

1. Virtual Reality Laboratory, Zhejiang Sci-Tech University, 2# Avenue, Xiasha Higher Educational Zone, Hangzhou, Zhejiang 310018, P. R. China

Abstract

The workspace is a fundamental feature for a dexterous hand to grasping plan, motion control, and mechanical design. Although the graphic, numerical, or analytical methods are valid to generate the workspace of dexterous hands, but there exist several defects for these methods to describe the workspace characteristics, such as forms, boundaries, volumes, and intersection workspaces. We propose a combined modeling approach to visualize and analyze the workspace of YWZ dexterous hand, which has five fingers, 20 degrees of freedom (Dofs). The proposed approach is also fit for similar dexterous hands to generate their precise workspaces. After a brief mechanism introduction of YWZ dexterous hand, a displacement equation of its index finger is deduced to calculate the fingertip positions in three-dimension (3D) Euclidean space. Then, a two-dimension (2D) boundary figure enclosing the flexion–extension motion field of the finger is drawn by the displacement equation. Taking this boundary figure as a sketch in a CAD modeling environment, we further model a vivid 3D finger workspace, which is relative with the abduction–adduction motion of the finger. Besides, we generate the whole workspace of YWZ dexterous hand and analyze its volumes and intersection workspaces. The kinematic simulations and physical prototype experimentations are carried out to validate this approach can construct perfect workspace of dexterous hands. Compared with the Monte Carlo method, the form and boundary of the 3D finger workspace generated by our proposed approach have more accurate, integrated, vivid, and intuitional.

Publisher

World Scientific Pub Co Pte Lt

Subject

Artificial Intelligence,Mechanical Engineering

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Monte Carlo and Optimization Hybrid Methodology for Improving Workspace Modeling of Planar Manipulators;2023 5th International Symposium on Robotics & Intelligent Manufacturing Technology (ISRIMT);2023-09-22

2. Robotic hand: A review on linkage-driven finger mechanisms of prosthetic hands and evaluation of the performance criteria;Mechanism and Machine Theory;2020-03

3. A Novel Texture Exemplars Extraction Approach Based on Patches Homogeneity and Defect Detection;Advances in Multimedia Information Processing – PCM 2017;2018

4. Intersection workspace visualization of multi-finger hands;The Visual Computer;2017-07-15

5. A Workspace Modeling Approach for Multi-finger Hands;2016 International Conference on Cyberworlds (CW);2016-09

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