Set-valued estimation of switching linear system: an application to an automotive throttle valve

This paper introduces a polyhedral approximation algorithm for set-valued estimation of switching linear systems. The algorithm generates set-valued estimates for any possible sequence of switching parameters, under the assumption that the system has unknown but bounded disturbances and measurement...

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Detalles Bibliográficos
Autores: Podivilova, Elena, Vargas, Alessandro, Shiryaev, Vladimir, Acho Zuppa, Leonardo|||0000-0002-4965-1133
Tipo de recurso: artículo
Fecha de publicación:2015
País:España
Institución:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/83806
Acceso en línea:https://hdl.handle.net/2117/83806
https://dx.doi.org/10.1002/jnm.2136
Access Level:acceso abierto
Palabra clave:Automatic control
switching systems
set-valued estimation
automotive applications
Control automàtic
Àrees temàtiques de la UPC::Informàtica::Automàtica i control
Àrees temàtiques de la UPC::Enginyeria electrònica
Descripción
Sumario:This paper introduces a polyhedral approximation algorithm for set-valued estimation of switching linear systems. The algorithm generates set-valued estimates for any possible sequence of switching parameters, under the assumption that the system has unknown but bounded disturbances and measurement noises. Our algorithm has practical implications; namely, set-valued estimates were generated for the position and electrical current of a real-time automotive electronic throttle valve, and the corresponding experimental data demonstrate the practical benefits of our approach.