Title :
A fuzzy behavior-based control system for manipulation
Author :
Wasik, Zbigniew ; Safiotti, A.
Author_Institution :
Center for Appl. Autonomous Sensor Syst., Orebro Univ., Sweden
Abstract :
Behavior-based approaches to robot control are extremely popular in mobile robotics, but still rarely used for manipulation. We propose a behavior-based system that performs manipulation tasks using visual feedback. The distinctive points of our proposal are: (i) visual behavior is implemented using a new camera-based approach; (ii) reactive fuzzy rules are used to arbitrate behavior; and (iii) the outputs of concurrent behavior are fused using fuzzy logic. We show experiments on a real arm performing a pick-and-place task that illustrate our approach and demonstrate its advantages over current approaches.
Keywords :
fuzzy control; manipulators; mobile robots; robot vision; camera-based approach; concurrent behavior output fusion; fuzzy behavior-based control system; manipulation tasks; mobile manipulation; pick-and-place task; reactive fuzzy rules; real arm; robot control; visual feedback; Control systems; Feedback; Force control; Fuzzy control; Fuzzy logic; Fuzzy systems; Manipulators; Mobile robots; Motion control; Robot kinematics;
Conference_Titel :
Intelligent Robots and Systems, 2002. IEEE/RSJ International Conference on
Print_ISBN :
0-7803-7398-7
DOI :
10.1109/IRDS.2002.1043983