Neural network architecture for robot hand control
- 1 April 1989
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Control Systems Magazine
- Vol. 9 (3) , 38-43
- https://doi.org/10.1109/37.24810
Abstract
A robot hand control system called GeSAM, which is under development at the University of Southern California, is described. The goal of the GeSAM architecture is to provide a generic robot hand controller that is based on a model of human prehensile function. It focuses on the relationship between geometric object primitives and the ways a hand can perform prehensile behaviors. It is shown how the relationship between object primitives and a useful set of grasp modes can be learned by an adaptive neural network. By adding training points as necessary, system performance can be improved, avoiding the tedious job of computing every relationship individually.Keywords
This publication has 12 references indexed in Scilit:
- A simple set of grasps for a dextrous handPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- A strategy for grasp synthesis with multifingered robot handsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- The nature of human prehension: Three dextrous hands in onePublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- CAOS: A hierarchical robot control systemPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- Adaptive visual-motor coordination in multijoint robots using parallel architecturePublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- Shape description and grasping for robot hand-eye coordinationIEEE Control Systems Magazine, 1989
- Functional Hand Evaluations: A ReviewAmerican Journal of Occupational Therapy, 1987
- Modeling manufacturing grips and correlations with the design of robotic handsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,1986
- Opposition Space as a Structuring Concept for the Analysis of Skilled Hand MovementsPublished by Springer Nature ,1986
- Coordinated Control Programs for Movements of the HandPublished by Springer Nature ,1985