Airlie Chapman
Semi-Autonomous Networks
Effective Control of Networked Systems through Protocols, Design, and Modeling
Gebonden Engels 2015 2015e druk 9783319150093
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
This thesis analyzes and explores the design of controlled networked dynamic systems - dubbed semi-autonomous networks. The work approaches the problem of effective control of semi-autonomous networks from three fronts: protocols which are run on individual agents in the network; the network interconnection topology design; and efficient modeling of these often large-scale networks. The author extended the popular consensus protocol to advection and nonlinear consensus. The network redesign algorithms are supported by a game-theoretic and an online learning regret analysis.
Specificaties
ISBN13:9783319150093
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:270
Uitgever:Springer International Publishing
Druk:2015
Serie:Springer Theses
Lezersrecensies
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Inhoudsopgave
Nomenclature.- Acknowledgments.- Dedication.- Supervisor's Foreword.- Introduction.- Preliminaries.- Notation.- Network Topology.- Consensus Dynamics.- Advection on Graphs.- Beyond Linear Protocols.- Measures and Rewiring.- Distributed Online Topology Design for Disturbance Rejection.- Network Topology Design for UAV Swarming with Wind Gusts.- Cartesian Products of Z-Matrix Networks: Factorization and Interval Analysis.- On the Controllability and Observability of Cartesian Product Networks.- Strong Structural Controllability of Networked Dynamics.- Security and Infiltration of Networks: A Structural Controllability and Observability Perspective.- Conclusion and Future Work.- Appendix.- Single Anchor State Measures.
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