Title :
Using scout clusters for motion planning
Author_Institution :
Vermont Univ., Burlington, VT
Abstract :
Most motion planning tasks are heavily constrained with respect to many different independent and dependent variables. The classical planning algorithms for complex motions generally require a very detailed mathematical analysis that cannot include all real-world dynamic effects. This paper examines using a scout cluster architecture to plan motions based only on an estimate of the feedforward dynamic response of the system. The technology is equally well suited to both linear and nonlinear system control. The theoretical basis of the scout cluster architecture has been previously discussed by the author (1999)
Keywords :
dynamic response; learning (artificial intelligence); motion control; neurocontrollers; path planning; pendulums; position control; fault tolerance; feedforward dynamic response; learning; motion control; motion planning; neural nets; pendulum systems; position control; scout clusters; Actuators; Clustering algorithms; Combinational circuits; Error correction; Gravity; Linear systems; Mathematical analysis; Motion analysis; Motion control; Motion estimation;
Conference_Titel :
Neural Networks, 1999. IJCNN '99. International Joint Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-5529-6
DOI :
10.1109/IJCNN.1999.832695