Estimation and Control of Systems with Multiplicative Noise via Linear Matrix Inequalities Conference Paper

abstract

• This paper provides estimation and control design methods for linear discrete-time systems with multiplicative noise. First, we present the design of the state feedback controller, such that the closed loop system is mean square stable. Second, we provide sufficient conditions for the existence of the state estimator; these conditions are expressed in terms of linear matrix inequalities (LMIs), and the parametrization of all admissible solutions is addressed. Finally, an estimator design approach is formulated using LMIs, and the performance of the estimator is examined by means of numerical examples. 2005 AACC.

name of conference

• Proceedings of the 2005, American Control Conference, 2005.

authors

• Skelton, Robert

published proceedings

• Proceedings of the 2005, American Control Conference, 2005.
• Proceedings of the American Control Conference

author list (cited authors)

• Lit, W., Todorov, E., & Skelton, R. E.

citation count

• 19

complete list of authors

• Lit, Weiwei||Todorov, Emanuel||Skelton, Robert E

publication date

• January 2005

publisher

• Institute of Electrical and Electronics Engineers (IEEE)  Publisher

published in

• Proceedings of the ... American Control Conference. American Control Conference  Journal

keywords

• 10 Reduced Inequalities

Digital Object Identifier (DOI)

• 10.1109/acc.2005.1470231

start page

• 1811

end page

• 1816

volume

• 3

URL

• http://dx.doi.org/10.1109/acc.2005.1470231

user-defined tag

• 10 Reduced Inequalities