Fuzzy Logic Based Decision-Making for Urban Platooning on Urban Roundabout Scenarios

Asier Arizala*, Gorka Alonso, Joshué Pérez, Asier Zubizarreta

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper proposes a fuzzy-based decision-making framework for urban platooning in roundabout scenarios. By utilizing fuzzy logic to handle uncertainties and imprecise inputs, the framework adapts the behavior of platoon vehicles based on real-time traffic conditions, vehicle dynamics, and safety considerations. In addition, a MPC-based platoon following controller is proposed to execute the actions defined by the decision-making approach. This approach is tested in Carla simulator with successful results, proving the proposal is feasible for platoon handling in urban roundabouts.

Original languageEnglish
Title of host publicationRobot 2023
Subtitle of host publication6th Iberian Robotics Conference Advances in Robotics, Volume 1
EditorsLino Marques, Cristina Santos, José Luís Lima, Danilo Tardioli, Manuel Ferre
PublisherSpringer Science and Business Media Deutschland GmbH
Pages272-283
Number of pages12
ISBN (Print)9783031586750
DOIs
Publication statusPublished - 2024
Event6th Iberian Robotics Conference, Robot 2023 - Coimbra, Portugal
Duration: 22 Nov 202324 Nov 2023

Publication series

NameLecture Notes in Networks and Systems
Volume976 LNNS
ISSN (Print)2367-3370
ISSN (Electronic)2367-3389

Conference

Conference6th Iberian Robotics Conference, Robot 2023
Country/TerritoryPortugal
CityCoimbra
Period22/11/2324/11/23

Keywords

  • control
  • decision-making
  • Roundabouts
  • Urban Platooning

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