Title :
Optimized task allocation in cooperative robot teams
Author :
Tsalatsanis, Athanasios ; Yalcin, Ali ; Valavanis, Kimon P.
Author_Institution :
Dept. of Ind. & Manage. Syst. Eng., Univ. of South Florida, Tampa, FL, USA
Abstract :
This paper presents a novel task allocation methodology based on supervisory control theory applicable to cooperative robot teams. A team of heterogeneous robots with different sensory capabilities is considered. The overall team´s mission is decomposed into multiple tasks which are assigned to one or more robots. An evaluation function is utilized to provide optimal task allocation. The proposed controller design methodology demonstrates flexibility in task assignments and robot coordination, and it is tolerant to robot failures and repairs. A warehouse patrolling application is used to demonstrate the implementation aspect of the proposed methodology.
Keywords :
control system synthesis; discrete event systems; finite state machines; mobile robots; multi-robot systems; controller design methodology; cooperative mobile robot team; discrete event system; finite state automaton model; optimized task allocation methodology; supervisory control theory; Automata; Automatic control; Intelligent robots; Intelligent sensors; Medical robotics; Radioactive materials; Robot kinematics; Robot sensing systems; Robotics and automation; Supervisory control; Supervisory control; cooperative robot teams; task allocation;
Conference_Titel :
Control and Automation, 2009. MED '09. 17th Mediterranean Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
978-1-4244-4684-1
Electronic_ISBN :
978-1-4244-4685-8
DOI :
10.1109/MED.2009.5164551