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eess.SY2020
Shrinkage Strategies for Structure Selection and Identification of Piecewise Affine Models
Valentina Breschi, Manas Mejari
We propose two optimization-based heuristics for structure selection and identification of PieceWise Affine (PWA) models with exogenous inputs. The first method determines the numb…
eess.SY2020
Computation of Parameter Dependent Robust Invariant Sets for LPV Models with Guaranteed Performance
Ankit Gupta, Manas Mejari, Paolo Falcone +1
This paper presents an iterative algorithm to compute a Robust Control Invariant (RCI) set, along with an invariance-inducing control law, for Linear Parameter-Varying (LPV) system…