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CDC
2008
IEEE
123views Control Systems» more  CDC 2008»
14 years 3 months ago
Reachability analysis of nonlinear systems with uncertain parameters using conservative linearization
— Given an initial set of a nonlinear system with uncertain parameters and inputs, the set of states that can possibly be reached is computed. The approach is based on local line...
Matthias Althoff, Olaf Stursberg, Martin Buss
AUTOMATICA
2005
115views more  AUTOMATICA 2005»
13 years 8 months ago
Robust constrained predictive control using comparison model
This paper proposes a quadratic programming (QP) approach to robust model predictive control (MPC) for constrained linear systems having both model uncertainties and bounded distu...
Hiroaki Fukushima, Robert R. Bitmead
AUTOMATICA
2004
113views more  AUTOMATICA 2004»
13 years 8 months ago
Ellipsoidal bounds for uncertain linear equations and dynamical systems
In this paper, we discuss semidefinite relaxation techniques for computing minimal size ellipsoids that bound the solution set of a system of uncertain linear equations. The propo...
Giuseppe Carlo Calafiore, Laurent El Ghaoui
AUTOMATICA
2008
79views more  AUTOMATICA 2008»
13 years 9 months ago
Robust filtering for uncertain linear discrete-time descriptor systems
This paper is concerned with the problem of robust filtering for uncertain linear discrete-time descriptor systems. The matrices of the system state-space model are uncertain, bel...
Carlos E. de Souza, Karina A. Barbosa, Minyue Fu
CDC
2009
IEEE
139views Control Systems» more  CDC 2009»
14 years 3 days ago
Optimal filtering for uncertain linear stochastic systems
— This paper presents the optimal joint filtering and parameter identification problem for uncertain linear stochastic systems with unknown parameters in both state and observa...
Michael V. Basin, Alexander G. Loukianov, Miguel H...