Title :
Signalized traffic intersections control with uncertainties over lossy networks
Author :
Mahmoud, Magdi S. ; Al-Nasser, F.A. ; Al-Sunni, F.M.
Author_Institution :
Syst. Eng. Dept., KFUPM, Dhaharan, Saudi Arabia
Abstract :
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.
Keywords :
decentralised control; distributed control; linear matrix inequalities; minimisation; networked control systems; road traffic control; stability; state-space methods; telecommunication links; uncertain systems; LMI; decentralized control; distributed control; linear matrix inequality; lossy communication links; lossy networks; multiple intersection coordination; networked control signalized traffic light problem; networked control systems; quasidecentralized control; red light period; signalized traffic intersection control; state space model; sufficient condition; system stability; traffic dynamics; traffic light control structures; traffic uncertainties; waiting time minimization; Delay; Networked control systems; Sensors; Stability analysis; Uncertainty; Vehicles; Decentralized/Quasi-decentralized/ Distributed networked control; Intelligent traffic control; Uncertainties;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2012 12th International Conference on
Conference_Location :
Kochi
Print_ISBN :
978-1-4673-5117-1
DOI :
10.1109/ISDA.2012.6416636