TY - JOUR
T1 - Offset control of traffic signal using cellular automaton traffic model
AU - Cui, Chengyou
AU - Kui, Zhanglian
AU - Lee, Heehyol
AU - Jin, Zhezhi
N1 - Publisher Copyright:
© 2017, ISAROB.
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2017/6/1
Y1 - 2017/6/1
N2 - This paper deals with an offset control of traffic signals using a cellular automaton traffic model. A stochastic optimal control method for distributed traffic signals is modified to achieve coordinated traffic signal control with the proposed offset control method. In the proposed coordinated traffic signal control method, splits of each cycle and common cycle length are calculated using a modified stochastic optimal control method, and then the offset is calculated using an estimation method based on a modified CA traffic model at intervals. Also, simulations are carried out at multiple intersections using a micro traffic simulator. The effectiveness of the proposed coordinated control method is proved by comparing with other traffic signal control methods such as pre-timed signal control, two types of the traditional coordinated control and distributed control.
AB - This paper deals with an offset control of traffic signals using a cellular automaton traffic model. A stochastic optimal control method for distributed traffic signals is modified to achieve coordinated traffic signal control with the proposed offset control method. In the proposed coordinated traffic signal control method, splits of each cycle and common cycle length are calculated using a modified stochastic optimal control method, and then the offset is calculated using an estimation method based on a modified CA traffic model at intervals. Also, simulations are carried out at multiple intersections using a micro traffic simulator. The effectiveness of the proposed coordinated control method is proved by comparing with other traffic signal control methods such as pre-timed signal control, two types of the traditional coordinated control and distributed control.
KW - Cellular automaton traffic model
KW - Coordinated traffic signal
KW - Offset
KW - Particle swarm optimization
KW - Stochastic optimal control
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U2 - 10.1007/s10015-017-0356-3
DO - 10.1007/s10015-017-0356-3
M3 - Article
AN - SCOPUS:85015701761
SN - 1433-5298
VL - 22
SP - 145
EP - 152
JO - Artificial Life and Robotics
JF - Artificial Life and Robotics
IS - 2
ER -