Dynamical structure functions for the reverse engineering of LTI networks

  title={Dynamical structure functions for the reverse engineering of LTI networks},
  author={Jorge M. Gonçalves and Russell Howes and Sean C. Warnick},
  journal={2007 46th IEEE Conference on Decision and Control},
This research explores the role and representation of network structure for LTI systems with partial state observations. We demonstrate that input-output representations, i.e. transfer functions, contain no internal structural information of the system. We further show that neither the additional knowledge of system order nor minimality of the true realization is generally sufficient to characterize network structure. We then introduce dynamical structure functions as an alternative, graphical… CONTINUE READING
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Publications referenced by this paper.
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Classes of small-world networks.

Proceedings of the National Academy of Sciences of the United States of America • 2000
View 7 Excerpts
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Destabilization of covert networks

Computational & Mathematical Organization Theory • 2006
View 1 Excerpt

Bayesian Networks and Decision Graphs

Statistics for Engineering and Information Science • 2001
View 1 Excerpt


J. Pearl
Cambridge • 2000
View 1 Excerpt

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