Optimal disease outbreak detection in a community using network observability

@article{Alaeddini2016OptimalDO,
  title={Optimal disease outbreak detection in a community using network observability},
  author={Atiye Alaeddini and Kristi A. Morgansen},
  journal={2016 American Control Conference (ACC)},
  year={2016},
  pages={7352-7357}
}
  • Atiye Alaeddini, Kristi A. Morgansen
  • Published 2016
  • Mathematics, Computer Science, Biology
  • 2016 American Control Conference (ACC)
  • Given a network, we would like to determine which subset of nodes should be measured by limited sensing facilities to maximize information about the entire network. The optimal choice corresponds to the configuration that returns the highest value of a measure of observability of the system. Here, the determinant of the inverse of the observability Gramian is used to evaluate the degree of observability. Additionally, the effects of changes in the topology of the corresponding graph of a… CONTINUE READING
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    References

    SHOWING 1-10 OF 19 REFERENCES
    Optimal vaccine allocation to control epidemic outbreaks in arbitrary networks
    • 136
    • PDF
    In-homogeneous Virus Spread in Networks
    • 76
    • PDF
    Optimal Resource Allocation for Network Protection Against Spreading Processes
    • 157
    • PDF
    Optimal design of observable multi-agent networks: A structural system approach
    • 11
    • PDF
    Design of communication networks for distributed computation with privacy guarantees
    • 31
    • PDF
    Measures of unobservability
    • A. Krener, K. Ide
    • Mathematics, Computer Science
    • Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference
    • 2009
    • 143
    • Highly Influential
    • PDF
    Observability-based Optimization of Coordinated Sampling Trajectories for Recursive Estimation of a Strong, Spatially Varying Flowfield
    • 24
    Collective Decision-Making in Ideal Networks: The Speed-Accuracy Tradeoff
    • 41
    • PDF