Title :
Cooperative decentralized multi-agent control under local LTL tasks and connectivity constraints
Author :
Meng Guo ; Tumova, Jana ; Dimarogonas, Dimos V.
Author_Institution :
ACCESS Linnaeus Center, KTH R. Inst. of Technol., Stockholm, Sweden
Abstract :
We propose a framework for the decentralized control of a team of agents that are assigned local tasks expressed as Linear Temporal Logic (LTL) formulas. Each local LTL task specification captures both the requirements on the respective agent´s behavior and the requests for the other agents´ collaborations needed to accomplish the task. Furthermore, the agents are subject to communication constraints. The presented solution follows the automata-theoretic approach to LTL model checking, however, it avoids the computationally demanding construction of synchronized product system between the agents. A decentralized coordination scheme through a dynamic leader selection is proposed, to guarantee the low-level connectivity maintenance and a progress towards the satisfaction of each agent´s task.
Keywords :
automata theory; control engineering computing; decentralised control; formal specification; formal verification; multi-agent systems; multi-robot systems; temporal logic; LTL model checking; LTL task specification; automata-theoretic approach; connectivity constraint; cooperative decentralized multiagent control; linear temporal logic; Multi-agent systems; Nominations and elections; Planning; Silicon; Synchronization; Trajectory;
Conference_Titel :
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-1-4799-7746-8
DOI :
10.1109/CDC.2014.7039362