Title :
Artificial immune system inspired behavior coordination for autonomous mobile robot trajectory generation
Author :
Acosta, Gerardo G. ; León, José Fernández ; Mayosky, Miguel A.
Author_Institution :
INTELYMEC Group, Univ. Nac. Del Centro prov. Buenos Aires, Olavarría, Argentina
Abstract :
For the construction of an autonomous robot moving in a real environment, it is necessary to count with a system for the on-line generation of trajectories. An outstanding research area to approach this issue is the evolutive robotics, that resorts to the behavior based control. In this kind of control, a complex robot´s behavior can be obtained by the coordination of more simple behaviors. This emergent behavior may has multiple objectives. The present work proposes to make a brief comparison among different behavior coordination approaches. Particularly, the coordination inspired in an artificial immune system paradigm showed promising experimental results. These results were obtained over a case study in computer simulation as well as in laboratory experiments with a Khepera II microrobot.
Keywords :
artificial immune systems; evolutionary computation; microrobots; mobile robots; position control; Khepera II microrobot; artificial immune system inspired behavior coordination; autonomous mobile robot trajectory generation; autonomous robot; behavior based control; complex robot behavior; computer simulation; evolutive robotics;
Conference_Titel :
Evolutionary Computation (CEC), 2010 IEEE Congress on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6909-3
DOI :
10.1109/CEC.2010.5586353