Zonotopic set-membership estimation for Switched Systems based on W i -Radius Minimization: Vehicle application

Sara Ifqir (1) , Vicenç Puig (2) , Dalil Ichalal (1) , Naïma Aït Oufroukh (1) , Saïd Mammar (1)

1 IBISC - Informatique, BioInformatique, Systèmes Complexes
2 UPC - Universitat Politècnica de Catalunya = Université polytechnique de Catalogne [Barcelona]

This work is devoted to the problem of guaranteed set-membership state estimation based on zonotopes for discrete-time switched systems with bounded uncertainties and unknown inputs. The additive uncertainties in this contribution are treated using the so called W i-Radius. The size of the zonotope which contains the real system state is decreased at each sample time. The complete solution procedure is formulated as a LMI-constrained optimization problem. The proposed design is applied to the robust state estimation of vehicle lateral dynamics state. Simulation results based on real data demonstrate the performance of the proposed method.

Keywords: Interval observer; State estimation; Linear Matrix; Vehicle lateral dynamics

Domains: Automatic

Sara Ifqir, Vicenç Puig, Dalil Ichalal, Naïma Aït Oufroukh, Saïd Mammar. Zonotopic set-membership estimation for Switched Systems based on W i -Radius Minimization: Vehicle application. 21st IFAC World Congress (IFAC 2020), Jul 2020, Berlin, Germany. ⟨10.1016/j.ifacol.2020.12.1293⟩. ⟨hal-02877914⟩