TY - JOUR
T1 - Self-organizing urban traffic control architecture with swarm-self organizing map in Jakarta
T2 - Signal control system and simulator
AU - Jatmiko, Wisnu
AU - Azurat, Ade
AU - Herry,
AU - Wibowo, Adi
AU - Marihot, H.
AU - Wicaksana, M.
AU - Takagawa, I.
AU - Sekiyama, K.
AU - Fukuda, T.
PY - 2010/9
Y1 - 2010/9
N2 - 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.
AB - 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.
KW - Distributed traffic control
KW - Swarm-self organizing map
KW - Traffic control
UR - http://www.scopus.com/inward/record.url?scp=79551591700&partnerID=8YFLogxK
U2 - 10.21307/ijssis-2017-402
DO - 10.21307/ijssis-2017-402
M3 - Article
AN - SCOPUS:79551591700
SN - 1178-5608
VL - 3
SP - 443
EP - 465
JO - International Journal on Smart Sensing and Intelligent Systems
JF - International Journal on Smart Sensing and Intelligent Systems
IS - 3
ER -