Actas de congresos
Controlling Traffic Jams On Urban Roads Modeled In Coloured Petri Net Using Genetic Algorithm
Registro en:
9781467324212
Iecon Proceedings (industrial Electronics Conference). , v. , n. , p. 3043 - 3048, 2012.
10.1109/IECON.2012.6389412
2-s2.0-84872961487
Autor
Dezani H.
Gomes L.
Damiani F.
Marranghello N.
Institución
Resumen
This paper presents an application to traffic lights control in congested urban traffic, in real time, taking as input the position and route of the vehicles in the involved areas. This data is obtained from the communication between vehicles and infrastructure (V2I). Due to the great complexity of the possible combination of traffic lights and the short time to get a response, Genetic Algorithm was used to optimize this control. According to test results, the application can reduce the number of vehicles in congested areas, even with the entry of vehicles that previously were not being considered in these roads, such as parked vehicles. © 2012 IEEE.
3043 3048 The Institute of Electrical and Electronics Engineers (IEEE),IEEE Industrial Electronics Society (IES) Ni, D., Detennining Traffic-flow characteristics by definition for application in ITS (2007) IEEE Trans. Intelligent Transportation Systems, 8, pp. 181-187. , June Miller, J., Vehicle-to-vehicle-to-infrastructure (V2V2I) intelligent transportation system architecture Conf. Rec. 2008 IEEE Intelligent Vehicles Symposium, pp. 715-720 Murata, T., Petri nets: Properties, analysis and applications (1989) Proceedings of the IEEE, 77, pp. 541-580 Di Febbraro, A., Giglio, D., Sacco, N., Urban traffic control structure based on hybrid Petri nets (2004) Intelligent Transportation Systems, IEEE Transactions on, 5, pp. 224-237 Dotoli, M., Fanti, M.P., An urban traffic network model via coloured timed Petri nets (2006) Control Engineering Practice, 14, pp. 1213-1229 Jensen, K., Kristensen, L.M., (2009) Coloured Petri Nets: Modeling and Validation of Concurrent Systems, 1. , Springer Verlag Vazquez, C.R., Sutarto, H.Y., Boel, R., Silva, M., Hybrid Petri net model of a traffic intersection in an urban network (2010) Control Applications (CCA), 2010 IEEE International Conference on, pp. 658-664 Wong, S.C., Wong, W.T., Leung, C.M., Tong, C.O., Group-based optimization of a time-dependent TRANSYT traffic model for area traffic control (2002) Transportation Research Part B: Methodological, 36, pp. 291-312 Robertson, D.I., Bretherton, R.D., Optimizing networks of traffic signals in real time-The SCOOT method (1991) Vehicular Technology, IEEE Transactions on, 40, pp. 11-15 Caixia, L., Anavatti, S.G., Ray, T., Short-term traffic flow prediction using different techniques (2011) IECon 2011 - 37th Annual Conference on IEEE Industrial Electronics Society, pp. 2423-2428 Dongkai, F., Ping, S., Improvement of Dijkstra's algorithm and its application in route planning (2010) Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on, pp. 1901-1904 Randria, J., Ben Khelifa, M.M., Bouchouicha, M., Abellard, P., A comparative study of six basic approaches for path planning towards an autonomous navigation (2007) Industrial Electronics Society, 2007. IECON 2007. 33rd Annual Conference of the IEEE, pp. 2730-2735 Roess, R.P., Prassas, E.E., MacShane, W.E., (2010) Traffic Enginnering, , 4th ed., Prentice Hall Goldberg, D.E., Genetic Algorithms in search (1989) Optimization and Machine Learning, , 1st ed., Addison-Wesley