Traffic prediction using pheromone model

Osamu Masutani, Hiroshi Sasaki, Hirotoshi Iwasaki, Yasushi Ando, Yoshiaki Fukazawa, Shinichi Honiden

研究成果: Conference contribution

2 被引用数 (Scopus)

抄録

Social insects such as ants, bees and wasps perform complex tasks with pheromone communication despite lack of top-down style control. We have examined applications of this pheromone mechanism towards ITS. In this paper, a car is regarded as an insect that releases virtual pheromone that represents traffic congestion level. We propose a method to predict traffic congestion of the immediate future through a pheromone mechanism without resort to the use of a traffic control center. Furthermore we introduced multi semantics of pheromone to refine the prediction performance. We evaluate our method using actual traffic data and the results indicate our method is superior to other conventional techniques and our previous method.

本文言語English
ホスト出版物のタイトルIntelligent Transportation Society of America - 12th World Congress on Intelligent Transport Systems 2005
ページ964-975
ページ数12
出版ステータスPublished - 2009 12 1
イベント12th World Congress on Intelligent Transport Systems 2005 - San Francisco, CA, United States
継続期間: 2005 11 62005 11 10

出版物シリーズ

名前Intelligent Transportation Society of America - 12th World Congress on Intelligent Transport Systems 2005
2

Conference

Conference12th World Congress on Intelligent Transport Systems 2005
CountryUnited States
CitySan Francisco, CA
Period05/11/605/11/10

ASJC Scopus subject areas

  • Mechanical Engineering
  • Electrical and Electronic Engineering
  • Control and Systems Engineering
  • Transportation
  • Automotive Engineering
  • Computer Networks and Communications
  • Artificial Intelligence
  • Computer Science Applications

フィンガープリント 「Traffic prediction using pheromone model」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル