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Set-valued estimation for nonlinear systems
Conference proceeding

Set-valued estimation for nonlinear systems

Jeff Shamma and Kuang-Yang Tu
1997 American Control Conference, 15th, Albuquerque, NM; UNITED STATES; 4-6 June 1997, pp.3007-3011
01/06/1997

Abstract

A set-valued observer (SVO) produces a set of possible states based on output measurements and a priori models of exogenous disturbances and noises. A SVO can be constructed conceptually for nonlinear systems; however, the set of possible state vectors does not take the form of polytopes, as in the linear case. This paper considers an 'extended SVO' which linearizes the system about the current state-estimate trajectory and derives associated guaranteed convergence properties. (Author)

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