Jorge Cortés
Professor
Cymer Corporation Endowed Chair
Nonsmooth control barrier function design of continuous constraints for network connectivity maintenance
P. Ong, B. Capelli, L. Sabattini, J. Cortés
Automatica 156 (2023), 111209
Abstract
This paper considers the problem of maintaining global
connectivity of a multi-robot system while executing a desired
coordination task. Our approach builds on optimization-based feedback
design formulations, where the nominal cost function and constraints
encode desirable control objectives for the resulting input. We take
advantage of the flexibility provided by control barrier functions to
produce additional constraints that guarantee that the resulting
optimization-based controller is continuous and maintains network
connectivity. Our solution uses the algebraic connectivity of the
multi-robot interconnection topology as a control barrier function and
critically embraces its nonsmooth nature. The technical treatment
combines elements from set-valued theory, nonsmooth analysis, and
algebraic graph theory to imbue the proposed constraints with
regularity properties so that they can be smoothly combined with other
control constraints. We provide simulations and experimental results
illustrating the effectiveness and continuity of the proposed approach
in a resource gathering problem.
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Mechanical and Aerospace Engineering,
University of California, San Diego
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Ph: 1-858-822-7930
Fax: 1-858-822-3107
cortes at ucsd.edu
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