Title :
A motion planning strategy and its neural network implementation for an articulated two-link arm with scissor hand system
Author :
Onema, Joel P. ; Schreur, Barbara ; McLauchlan, Robert A. ; Ashtijou, Muhammed
Author_Institution :
Texas A&I Univ., Kingsville, TX, USA
Abstract :
Summary form only given, as follows. The authors considered the inverse kinematics of a two-link arm with a scissor-hand-type manipulator. The study focused on a combination of an artificial neural network model and a motion planning strategy that insures safe motion of the arm with respect to the object. Whenever an obstacle is encountered, the arm attempts to slide along its surface, therefore avoiding the obstacle by means of a local tangent strategy and its artificial neural network implementation compensating the inverse kinematics
Keywords :
kinematics; neural nets; planning (artificial intelligence); robots; articulated two-link arm; inverse kinematics; motion planning; neural network; safe motion; scissor hand system; Artificial neural networks; Backpropagation; Computer science; Industrial engineering; Kinematics; Mechanical engineering; Neural networks; Robot control; Strategic planning; Traffic control;
Conference_Titel :
Neural Networks, 1991., IJCNN-91-Seattle International Joint Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-0164-1
DOI :
10.1109/IJCNN.1991.155685