SIAM Journal on Optimization
Convergent SDP-Relaxations in Polynomial Optimization with Sparsity
SIAM Journal on Optimization
Subspace identification of MIMO LPV systems using a periodic scheduling sequence
Automatica (Journal of IFAC)
International Journal of Systems Science - The Seventh Portuguese Conference on Automatic Control (Controlo'2006)
Asymptotically optimal orthonormal basis functions for LPV system identification
Automatica (Journal of IFAC)
Brief paper: Set-membership LPV model identification of vehicle lateral dynamics
Automatica (Journal of IFAC)
Subspace identification of multivariable linear parameter-varying systems
Automatica (Journal of IFAC)
Survey Research on gain scheduling
Automatica (Journal of IFAC)
Hi-index | 22.14 |
Identification of linear parameter varying models is considered in this paper, under the assumption that both the output and the scheduling parameter measurements are affected by bounded noise. First, the problem of computing parameter uncertainty intervals is formulated in terms of nonconvex optimization. Then, on the basis of the analysis of the regressor structure, we present an ad hoc convex relaxation scheme for computing parameter bounds by means of semidefinite optimization.