Linear Iterative Strategies for Information Dissemination and Processing in Distributed Systems
Sundaram, Shreyas
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https://hdl.handle.net/2142/81133
Description
Title
Linear Iterative Strategies for Information Dissemination and Processing in Distributed Systems
Author(s)
Sundaram, Shreyas
Issue Date
2009
Doctoral Committee Chair(s)
Christoforos N. Hadjicostis
Department of Study
Electrical and Computer Engineering
Discipline
Electrical and Computer Engineering
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
Ph.D.
Degree Level
Dissertation
Keyword(s)
Engineering, Electronics and Electrical
Language
eng
Abstract
Finally, we generalize existing theory on structured linear systems to encompass finite fields, and apply these results at various points in the thesis. Specifically, we show that certain structural properties of linear systems remain valid with high probability if the parameters are chosen from a finite field of sufficiently large size. In the process, we obtain new insights into structural properties of linear systems (such as an improved upper bound on the observability index in terms of the topology of the graph associated with the system). (Abstract shortened by UMI.).
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