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  4. A cooperative decentralised optimization method for vehicle platooning
 
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2023
Conference Paper
Title

A cooperative decentralised optimization method for vehicle platooning

Abstract
This paper deals with optimization strategies in cooperative System-of-Systems. Intelligent systems which want to collaborate need to align their behaviour with respect to individual and group goals. We derive a methodology to generate optimization functions for group members and to normalize them across the fleet. We consider the example of autonomous cars driving in a platoon. For this example we show to derive optimal vehicle speed and distances based on individual preferences. We describe a prototypical implementation of our approach and give some experimental results.
Author(s)
Wudka, Björn
Berliner Hochschule für Technik -BHT-
Thomas, Carsten
Berliner Hochschule für Technik -BHT-
Schlingloff, Holger  
Humboldt-Universität zu Berlin  
Mainwork
Distributed Computing and Artificial Intelligence, Special Sessions II - Intelligent Systems Applications, 20th International Conference  
Conference
International Conference on Distributed Computing and Artificial Intelligence 2023  
DOI
10.1007/978-3-031-38616-9_8
Language
English
Fraunhofer-Institut für Offene Kommunikationssysteme FOKUS  
Keyword(s)
  • decentralised optimization

  • autonomous driving

  • vehicle platooning

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