DocumentCode
1207464
Title
Robust Wireless Servo Control Using a Discrete-Time Uncertain Markovian Jump Linear Model
Author
Kawka, Paul A. ; Alleyne, Andrew G.
Author_Institution
Mech. Sci. & Eng. Dept., Univ. of Illinois at Urbana-Champaign, Urbana, IL
Volume
17
Issue
3
fYear
2009
fDate
5/1/2009 12:00:00 AM
Firstpage
733
Lastpage
742
Abstract
This brief proposes a robust control synthesis technique for wireless servo applications modeled as an uncertain discrete-time Markovian jump linear system. It is desired to find mean square stabilizing state feedback controllers with upper bounded quadratic cost when the transition probabilities of the Markov chain describing the network conditions, the state space dynamics, and the initial condition are unknown but belong to known convex polytopic sets. Under appropriate assumptions, these parametric uncertainties can be examined simultaneously, and controllers can be synthesized using linear matrix inequalities (LMIs). The LMIs utilize extended parameters to reduce conservativeness due to initial condition and plant uncertainty. The proposed method is used to design and demonstrate a robust wireless servo controller for an inverted pendulum system.
Keywords
Markov processes; control system synthesis; discrete time systems; feedback; linear matrix inequalities; linear systems; nonlinear systems; pendulums; radio networks; robust control; uncertain systems; Markov chain; control synthesis technique; convex polytopic set; discrete-time uncertain Markovian jump linear model; inverted pendulum; linear matrix inequalities; networked control system; robust wireless servo control; state feedback controller; state space dynamics; Markovian jump linear system; robust control; wireless network control;
fLanguage
English
Journal_Title
Control Systems Technology, IEEE Transactions on
Publisher
ieee
ISSN
1063-6536
Type
jour
DOI
10.1109/TCST.2008.2002321
Filename
4806117
Link To Document