Title :
Modular design of fuzzy controller integrating deliberative and reactive strategies
Author :
Zhang, Jianwei ; Wille, Frank ; Knoll, Alois
Author_Institution :
Tech. Comput. Sci., Bielefeld Univ., Germany
Abstract :
This work presents the concept and realisation of the integration of deliberative and reactive strategies for controlling mobile robot systems. Programming at the task-level in a partially-known environment is divided into two consecutive steps: subgoal planning and subgoal-guided plan execution. A modular fuzzy control scheme is proposed, which allows independent development and flexible integration of different rule bases, each for fulfilling a certain subtask. The design process of the fuzzy controller is demonstrated with the examples of three rule bases
Keywords :
control system synthesis; fuzzy control; mobile robots; planning (artificial intelligence); robot programming; deliberative strategies; fuzzy controller; mobile robot systems; modular fuzzy control scheme; partially-known environment; reactive strategies; subgoal planning; subgoal-guided plan execution; task-level programming; Computer science; Control systems; Fuzzy control; Mobile robots; Motion control; Motion planning; Path planning; Robot control; Robot motion; Robot sensing systems;
Conference_Titel :
Robotics and Automation, 1996. Proceedings., 1996 IEEE International Conference on
Conference_Location :
Minneapolis, MN
Print_ISBN :
0-7803-2988-0
DOI :
10.1109/ROBOT.1996.506502