Proposed traffic light control mechanism based on multi-agent coordination

Satoshi Kurihara, Ryo Ogawa, Kosuke Shinoda, Hirohiko Suwa

研究成果: Article査読

抄録

Traffic congestion is a serious problem for people living in urban areas, causing social problems such as time loss, economical loss, and environmental pollution. Therefore, we propose a multi-agent-based traffic light control framework for intelligent transport systems. Achieving consistent traffic flow necessitates the real-time adaptive coordination of traffic lights; however, many conventional approaches are of the centralized control type and do not have this feature. Our multi-agent-based control framework combines both indirect and direct coordination. Reaction to dv- namic traffic flow is attained by indirect coordination, whereas green-wave formation, which is a systematic traffic flow control strategy involving several traffic lights, is attained by direct coordination. We present the detailed mechanism of our framework and verify its effectiveness using simulation to carry out a comparative evaluation.

本文言語English
ページ(範囲)803-812
ページ数10
ジャーナルJournal of Advanced Computational Intelligence and Intelligent Informatics
20
5
DOI
出版ステータスPublished - 2016 9
外部発表はい

ASJC Scopus subject areas

  • 人間とコンピュータの相互作用
  • コンピュータ ビジョンおよびパターン認識
  • 人工知能

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