TY - JOUR
T1 - Construction of autonomous traffic light offset control system using multi agent system
AU - Shirai, Takashi
AU - Yano, Junji
AU - Nishimura, Shigeki
AU - Kagawa, Kouji
AU - Morita, Tetsuo
AU - Numao, Masayuki
AU - Satoshi, Kurihara
N1 - Copyright:
Copyright 2011 Elsevier B.V., All rights reserved.
PY - 2011
Y1 - 2011
N2 - Traffic jam is one of critical issues in urban life. · · By which, many social problems, for example, time loss, economical loss, and environmental pollution are caused. There are two typical methods for solving traffic jam, improvement of car navigation system and control of traffic lights. We focus on control of traffic lights. Existing traffic light control system is basically centralized control type and lacks robustness and scalability. If the central computer becomes breakdown, all traffic lights received the damage of it. In this paper, we propose a new traffic light control system based on multi-agent model. · · The offset value, one of the main traffic light parameters, is controlled by using only local information, and green-wave formation is formed through the coordination of each intersection agent.
AB - Traffic jam is one of critical issues in urban life. · · By which, many social problems, for example, time loss, economical loss, and environmental pollution are caused. There are two typical methods for solving traffic jam, improvement of car navigation system and control of traffic lights. We focus on control of traffic lights. Existing traffic light control system is basically centralized control type and lacks robustness and scalability. If the central computer becomes breakdown, all traffic lights received the damage of it. In this paper, we propose a new traffic light control system based on multi-agent model. · · The offset value, one of the main traffic light parameters, is controlled by using only local information, and green-wave formation is formed through the coordination of each intersection agent.
KW - ITS(intelligent transport systems)
KW - Multi-agent model
KW - Offset
KW - Traffic light
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U2 - 10.1527/tjsai.26.324
DO - 10.1527/tjsai.26.324
M3 - Article
AN - SCOPUS:78650997007
SN - 1346-0714
VL - 26
SP - 324
EP - 329
JO - Transactions of the Japanese Society for Artificial Intelligence
JF - Transactions of the Japanese Society for Artificial Intelligence
IS - 2
ER -