Optimal Estimation and Control Under Communication Network Constraints
Imer, Orhan C.
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Permalink
https://hdl.handle.net/2142/80925
Description
Title
Optimal Estimation and Control Under Communication Network Constraints
Author(s)
Imer, Orhan C.
Issue Date
2005
Doctoral Committee Chair(s)
Basar, Tamer
Department of Study
Electrical Engineering
Discipline
Electrical Engineering
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
Ph.D.
Degree Level
Dissertation
Date of Ingest
2015-09-25T20:08:52Z
Keyword(s)
Engineering, Electronics and Electrical
Language
eng
Abstract
Several new optimal estimation and control problems are introduced with hard constraints on the availability of information or on the number of times the information and/or control may be available. We are motivated by applications in networked control systems, but most of the results derived here can equally be applied to other areas of decision and control theory, such as economic forecasting or inventory control. Information plays a critical role in determining the optimal control and/or estimation laws for these new problems. The problems are formulated in a team decision theory setting, and dynamic programming type arguments are used to derive the optimal decision policies. Theoretical results and algorithms obtained are demonstrated through numerical simulations in Matlab.
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