Dynamic coverage verification in mobile sensor networks via switched higher order Laplacians (2007)
| Venue: | in Robotics: Science & Systems |
| Citations: | 6 - 0 self |
BibTeX
@INPROCEEDINGS{Muhammad07dynamiccoverage,
author = {Abubakr Muhammad and Ali Jadbabaie},
title = {Dynamic coverage verification in mobile sensor networks via switched higher order Laplacians},
booktitle = {in Robotics: Science & Systems},
year = {2007}
}
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Abstract
Abstract — In this paper, we study the problem of verifying dynamic coverage in mobile sensor networks using certain switched linear systems. These switched systems describe the flow of discrete differential forms on time-evolving simplicial complexes. The simplicial complexes model the connectivity of agents in the network, and the homology groups of the simplicial complexes provides information about the coverage properties of the network. Our main result states that the asymptotic stability the switched linear system implies that every point of the domain covered by the mobile sensor nodes is visited infinitely often, hence verifying dynamic coverage. The enabling mathematical technique for this result is the theory of higher order Laplacian operators, which is a generalization of the graph Laplacian used in spectral graph theory and continuous-time consensus problems.
