The study is devoted to solving the problem of traffic jams that arise on the roads of large cities due to various random factors. An overview of the modern systems of automatic control of traffic flows is provided, and the main reasons for the occurrence of traffic anomalies at intersections controlled by traffic lights are considered. The formalisation of input and output data corresponding to stochastic traffic conditions is shown. The research focuses on improving the city’s traffic flow management systems by implementing distributed data processing systems. The architecture of the Distributed Data Processing System is proposed, and the scheme of its integration with the Intellectual Traffic Light Control System, which is being developed for automatic situational adjustment of traffic light operation, is shown. The practical significance of such integration lies in the ability to operate with up-to-date information about the situation on the city’s roads, which is necessary for the automatic coordination of the city’s traffic lights. This possibility can be realised thanks to the ability of distributed data processing systems to process large volumes of stochastic information in real time. In the future, the accumulation of statistical data on the state of traffic will provide an opportunity to form reliable samples for training artificial neural networks capable of processing data from video surveillance cameras.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Intelligent Management of Traffic Flows in Large Cities


    Additional title:

    Lecture Notes in Intelligent Transportation and Infrastructure



    Conference:

    International Conference TRANSBALTICA: Transportation Science and Technology ; 2022 ; Vilnius, Lithuania September 15, 2022 - September 16, 2022



    Publication date :

    2023-02-22


    Size :

    10 pages





    Type of media :

    Article/Chapter (Book)


    Type of material :

    Electronic Resource


    Language :

    English




    Protection from traffic flows noise in cities

    Ossipov, G. / Klimoukhin, A. / East-European Acoustical Association | British Library Conference Proceedings | 1994


    Passenger traffic in large cities

    Croes, James | Engineering Index Backfile | 1892


    Traffic congestion in large cities

    Green, S. | Engineering Index Backfile | 1950


    Traffic and traffic control in various large cities

    Locke, D.J. | Engineering Index Backfile | 1928