A consensus-based algorithm for truck platooning

Mahnam Saeednia, Monica Menendez

Research output: Contribution to journalArticlepeer-review

Abstract

The platooning of trucks can be considered to be a potential approach to mitigate some of the negative effects that trucking can have on traffic streams. This paper proposes a cooperative distributed approach for forming/modifying platoons of trucks based on consensus algorithms. In this approach, trucks exchange information about their current status in real time, and the platoon is formed in consecutive iterations. This distributed consensus-based algorithm is compared with a centralized optimization-based algorithm for truck platooning, in which the trucks move with a set of predetermined speeds for a definite amount of time to form a platoon. The two approaches are tested and compared using various scenarios generated based on real data collected on a highway in Basel, Switzerland. Based on the results, the consensus-based algorithm proved to be a more general scheme that is able to form platoons even in cases with large initial separation of trucks. This algorithm is able to handle complex situations using its capability to form partial platoons.

Original languageEnglish (US)
Article number7546943
Pages (from-to)404-415
Number of pages12
JournalIEEE Transactions on Intelligent Transportation Systems
Volume18
Issue number2
DOIs
StatePublished - Feb 2017

Keywords

  • Truck platooning
  • consensus algorithms
  • cooperative approaches
  • platoon formation

ASJC Scopus subject areas

  • Automotive Engineering
  • Mechanical Engineering
  • Computer Science Applications

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