We consider a finite element approximation of the Bellman equation for the optimal control of switched systems. We show that the problem belongs to a special class that we studied in a previous work, for which we developed an efficient solution algorithm. As an application, we present the problem of generating parking maneuvers for self-driving vehicles on two typical urban parking scenarios. The vehicle is described by four different switched systems in which every switching is associated to a penalization term. In this way, we obtain parking paths that have a small number of direction changes and have a simple structure.

A graph-based algorithm for optimal control of switched systems: An application to car parking / Laurini, M.; Consolini, L.; Locatelli, M.. - In: IEEE TRANSACTIONS ON AUTOMATIC CONTROL. - ISSN 0018-9286. - (2021). [10.1109/TAC.2021.3060706]

A graph-based algorithm for optimal control of switched systems: An application to car parking

Laurini M.;Consolini L.;Locatelli M.
2021-01-01

Abstract

We consider a finite element approximation of the Bellman equation for the optimal control of switched systems. We show that the problem belongs to a special class that we studied in a previous work, for which we developed an efficient solution algorithm. As an application, we present the problem of generating parking maneuvers for self-driving vehicles on two typical urban parking scenarios. The vehicle is described by four different switched systems in which every switching is associated to a penalization term. In this way, we obtain parking paths that have a small number of direction changes and have a simple structure.
2021
A graph-based algorithm for optimal control of switched systems: An application to car parking / Laurini, M.; Consolini, L.; Locatelli, M.. - In: IEEE TRANSACTIONS ON AUTOMATIC CONTROL. - ISSN 0018-9286. - (2021). [10.1109/TAC.2021.3060706]
File in questo prodotto:
File Dimensione Formato  
graph.pdf

solo utenti autorizzati

Tipologia: Versione (PDF) editoriale
Licenza: NON PUBBLICO - Accesso privato/ristretto
Dimensione 1.17 MB
Formato Adobe PDF
1.17 MB Adobe PDF   Visualizza/Apri   Richiedi una copia
LAURINI CONSOLINI LOCATELLI - A graph-based algorithm for optimal control of switched systems An application to car parking.pdf

accesso aperto

Tipologia: Documento in Post-print
Licenza: Creative commons
Dimensione 290.11 kB
Formato Adobe PDF
290.11 kB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11381/2894699
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 7
  • ???jsp.display-item.citation.isi??? 7
social impact