TY - GEN
T1 - Signalized traffic intersections control with uncertainties over lossy networks
AU - Mahmoud, Magdi S.
AU - Al-Nasser, Faisal A.
AU - Al-Sunni, Fouad M.
PY - 2012
Y1 - 2012
N2 - In this paper, different traffic light control structures over communication links, including the decentralized, quasi-decentralized and distributed control, are considered for coordinating multiple intersections, which could be a great application of networked control signalized traffic light problem. It will help the designer to achieve certain objectives such as minimize the waiting time during the red light period and perform a better control in the next green cycle and more will be highlighted in this paper. A state space model of traffic dynamics under these different control structures is proposed considering most of the major effects of lossy communication links and the traffic uncertainties. Also, a sufficient condition for system stability is provided based on Linear Matrix Inequality (LMI). Finally, comparison of different types of networked control systems was done using simulation.
AB - In this paper, different traffic light control structures over communication links, including the decentralized, quasi-decentralized and distributed control, are considered for coordinating multiple intersections, which could be a great application of networked control signalized traffic light problem. It will help the designer to achieve certain objectives such as minimize the waiting time during the red light period and perform a better control in the next green cycle and more will be highlighted in this paper. A state space model of traffic dynamics under these different control structures is proposed considering most of the major effects of lossy communication links and the traffic uncertainties. Also, a sufficient condition for system stability is provided based on Linear Matrix Inequality (LMI). Finally, comparison of different types of networked control systems was done using simulation.
KW - Decentralized/Quasi- decentralized/ Distributed networked control
KW - Intelligent traffic control
KW - Uncertainties
UR - https://www.scopus.com/pages/publications/84874349341
U2 - 10.1109/ISDA.2012.6416636
DO - 10.1109/ISDA.2012.6416636
M3 - Conference contribution
AN - SCOPUS:84874349341
SN - 9781467351188
T3 - International Conference on Intelligent Systems Design and Applications, ISDA
SP - 782
EP - 787
BT - Proceedings of the 2012 12th International Conference on Intelligent Systems Design and Applications, ISDA 2012
ER -