Self-organizing urban traffic control architecture with swarm-self organizing map in Jakarta: Signal control system and simulator

Wisnu Jatmiko, Ade Azurat, Herry, Adi Wibowo, H. Marihot, M. Wicaksana, I. Takagawa, K. Sekiyama, T. Fukuda

Research output: Contribution to journalArticlepeer-review

14 Citations (Scopus)

Abstract

Urban traffic control is the main factor that contributes to traffic jam. Approach in distributed Urban traffic control has been developed in several research, but the coordinating controller factor is basically a quite complicated task to tackle, because between intersection have dependency, so required a method of distributed control system capable for synchronizing between intersections. In this paper we present architecture of decentralized self-organizing traffic control with swarm-self organizing map in real situation even on non-structure intersections like in Jakarta (Indonesia). Based on the proposed architecture we have been implemented Traffic Signal Control System for controlling traffic lights in which the coordination between the intersections is implemented using distributed swarm self-organizing map. Traffic Signal Control System were tested in a simulated real-road scenario of Jakarta. By means of the computer simulation, the application of distributed swarm signal self-organizing control is proved effective in urban traffic.

Original languageEnglish
Pages (from-to)443-465
Number of pages23
JournalInternational Journal on Smart Sensing and Intelligent Systems
Volume3
Issue number3
DOIs
Publication statusPublished - 1 Jan 2010

Keywords

  • Distributed traffic control
  • Swarm-self organizing map
  • Traffic control

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