Published September 2014 | Version public
Book Section - Chapter

Reactive switching protocols for multi-robot high-level tasks

  • 1. ROR icon California Institute of Technology

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.

Additional Information

© 2014 IEEE. This work was supported in part by the TerraSwarm Research Center, one of six centers supported by the STARnet phase of the Focus Center Research Program (FCRP) a Semiconductor Research Corporation program sponsored by MARCO and DARPA.

Additional details

Identifiers

Eprint ID
56309
DOI
10.1109/IROS.2014.6942581
Resolver ID
CaltechAUTHORS:20150402-131230382

Related works

Funding

TerraSwarm Research Center
Semiconductor Research Corporation
Microelectronics Advanced Research Corporation (MARCO)
Defense Advanced Research Projects Agency (DARPA)

Dates

Created
2015-04-02
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Updated
2021-11-10
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