Traffic management is a subject of improvement all over the world, may it be the emerging or developed countries. Road safety and vehicle management requires continuous improvement mechanisms to ensure the safety of public. With the widespread growth of vehicles and thus the traffic, road coercions as well as threats to life have increased, making the management of traffic as a daunting task. A mismanaged traffic administration lead to rising road accidents, overcrowding of traffic movement, merger of distinct vehicles into prohibited lanes, and numerous additional coercions that could be menacing for life. In this paper, aggregated channel feature (ACF) algorithm is applied to track the vehicles. Further, the algorithm is enhanced for the traffic flow management with the use of classifications of various groups of transportation, enabling the road management infrastructure to identify the nonvehicle versus vehicle and further recognize vehicles according to the type of vehicle, size of vehicle, and status of vehicle as emergency or non-emergency vehicle. This helps building up of congestion as well as avoiding coercion. The proposed implementation of ACF to the road traffic for smart cities has detected true positive rate of 80, 89%, has detected true positive rate of 69 and 79% having nonvehicle detected with assigned priority.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Smart Traffic Handling Algorithm Using Aggregated Channel Feature


    Additional title:

    Lect. Notes in Networks, Syst.


    Contributors:


    Publication date :

    2023-01-01


    Size :

    9 pages





    Type of media :

    Article/Chapter (Book)


    Type of material :

    Electronic Resource


    Language :

    English




    Area-Aggregated Dynamic Traffic Simulation Model

    Victor L. Knoop / Serge P. Hoogendoorn | DOAJ | 2015

    Free access

    Using Travel Time Data to Generate Aggregated Measures of Traffic

    Navarro, Matías / Herrera, Juan C. | Transportation Research Record | 2014


    Method for accuracy assessment of aggregated freeway traffic data

    Jagadeesh, George R. / Dhinesh, George R. / Srikanthan, Thambipillai | Wiley | 2014

    Free access

    Method for accuracy assessment of aggregated freeway traffic data

    Jagadeesh, George R. / Dhinesh, George R. / Srikanthan, Thambipillai | IET | 2014

    Free access