A Linear Model Predictive Planning Approach for Overtaking Manoeuvres Under Possible Collision Circumstances

Ray Lattarulo, Daniel He, Joshue Perez, Daniel Heß

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

22 Citas (Scopus)
1 Descargas (Pure)

Resumen

Overtaking is one of the most difficult tasks during driving. This manoeuvre demands good skills to accomplish it correctly. In the overtaking considering multiple vehicles (more than a couple) is necessary to understand, predict and coordinate future actions of the other participants. These reasons make it a significant scenario for testing in the connected and automated driving field, with the main goal of predicting safe future states. In this sense, this work presents an overtaking method based on a linear Model Predictive Control (MPC) approach, which considers multiple participants involved in the scenario. This method adapts dynamically the trajectory for the manoeuvre in case of unexpected situations. Some of these changes consider other vehicles coming on the opposite lane or variations on participants' driving decisions. Additionally, the system considers passengers' comfort, the vehicle physical constraints and lateral actions of the vehicle decoupled of the longitudinal ones to simplify the problem.
Idioma originalInglés
Título de la publicación alojadaunknown
EditorialIEEE
Páginas1340-1345
Número de páginas6
ISBN (versión digital)978-1-5386-4452-2, 9781538644522
ISBN (versión impresa)978-1-5386-4453-9
DOI
EstadoPublicada - 18 oct 2018
Evento2018 IEEE Intelligent Vehicles Symposium, IV 2018 - Changshu, Suzhou, China
Duración: 26 sept 201830 sept 2018

Serie de la publicación

Nombre2018-June

Conferencia

Conferencia2018 IEEE Intelligent Vehicles Symposium, IV 2018
País/TerritorioChina
CiudadChangshu, Suzhou
Período26/09/1830/09/18

Palabras clave

  • Acceleration
  • Computer architecture
  • Safety
  • Task analysis
  • Trajectory
  • Mathematical model
  • Planning

Project and Funding Information

  • Project ID
  • info:eu-repo/grantAgreement/EC/H2020/643921/EU/Unifying Control and Verification of Cyber-Physical Systems/UnCoVerCPS
  • Funding Info
  • European Commision H2020, (643921), UnCoVerCPS

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