Title :
Reactive switching protocols for multi-robot high-level tasks
Author :
Raman, Vasumathi
Author_Institution :
California Inst. of Technol., Pasadena, CA, USA
Abstract :
This paper considers a team of cooperative, homogeneous robots operating in a nondeterministic environment, performing complex high-level tasks. We concurrently solve the problems of dynamic task assignment and reactive planning in a centralized fashion, allowing goal reassignment as needed in response to changes in the environment. To this end, we model the team of robots as a switched system whose various modes must be activated to satisfy high-level specifications, and describe a formal framework for synthesizing switching protocols for this system. The robots´ continuous dynamics under a specific task allocation, as well as their operating environment, are encoded as formulas on a discrete abstraction, in the GR(1) fragment of linear temporal logic. The synthesized protocols ensure that the multi-robot task is fulfilled even in adversarial environments, and the presented abstraction provides a significant computational improvement over previous approaches. We illustrate these ideas in simulation, with applications to intrusion detection and surveillance.
Keywords :
multi-robot systems; path planning; discrete abstraction; dynamic task assignment; formal framework; homogeneous robots; intrusion detection; intrusion surveillance; linear temporal logic; multirobot high level tasks; nondeterministic environment; operating environment; reactive planning; reactive switching protocols; switched system; synthesizing switching protocols; Automata; Protocols; Robot sensing systems; Safety; Switches;
Conference_Titel :
Intelligent Robots and Systems (IROS 2014), 2014 IEEE/RSJ International Conference on
Conference_Location :
Chicago, IL
DOI :
10.1109/IROS.2014.6942581