Title | ||
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Local Control And Estimation Performance In Dynamical Networks: Structural And Graph-Theoretic Results |
Abstract | ||
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This work examines metrics for target reachability and source observability in dynamical networks, which are especially relevant in a network security context. Specifically, the energy required to control a target node in a network from a remote input is characterized, and dually the fidelity with which a source state can be estimated from a remote measurement is studied. The work highlights an essential asymmetry between the problems: We show that target reachability is often easy, while source observability is almost always impossible. Several spectral and graph-theoretic results are also presented, which give structural insight into how easy or hard target control and source estimation are. |
Year | Venue | Field |
---|---|---|
2017 | 2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC) | Topology,Fidelity,Mathematical optimization,Observability,Controllability,Noise measurement,Computer science,Network security,Reachability,Almost surely,Asymmetry |
DocType | ISSN | Citations |
Conference | 0743-1546 | 0 |
PageRank | References | Authors |
0.34 | 0 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Amirkhosro Vosughi | 1 | 15 | 1.91 |
Charles Johnson | 2 | 0 | 0.34 |
Sandip Roy | 3 | 301 | 53.03 |
Sean Warnick | 4 | 198 | 25.76 |
Mengran Xue | 5 | 61 | 13.36 |