In the sphere of transportation, Vehicular Ad hoc Networks (VANETs), regarded to be a subcategory of wireless sensor networks (WSNs), are used in Intelligent Transportation Systems (ITS). An effective routing protocol that meets the requirements of limiting latency while maintaining minimal overhead is fraught with challenges and limits. Additionally, with VANETs, the identification of hostile vehicles is a crucial work to be completed. To deal with these challenges, the use of Unmanned Aerial Vehicles (UAVs) might be beneficial in overcoming these restrictions. According to this research, the operation of uncrewed aerial vehicles (UAVs) and their interaction with vehicles in VANETs is investigated to the routing method and selection of optimized cluster head (CH). EER-SHO is a proposed, energy-efficient routing utilising Spotted Hyena Optimizer (SHO) in this chapter. EER-SHO’s fitness function incorporates the innovative fitness parameters for cluster head (CH) selection into a single process. (1) residual energy, (2) intra-cluster distance, and (3) distance between sin and nodes are the characteristics to consider. In the future, it is predicted that EER-SHO will be used on accident-prone roadways, with important accident information being relayed to healthcare facilities through the VANET. Compared to various comparable algorithms, the simulation results demonstrate that EER-SHO achieves significantly improved performance in network stability, network longevity, throughput, and energy efficiency compared to the original method.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Artificial Intelligent Algorithm Based on Energy Efficient Routing for ITS


    Beteiligte:


    Erscheinungsdatum :

    2022-08-09


    Format / Umfang :

    16 pages




    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    AI Based Energy Efficient Routing Protocol for Intelligent Transportation System

    Goswami, Pratik / Mukherjee, Amrit / Hazra, Ranjay et al. | IEEE | 2022


    Intelligent Routing Algorithm Using Antnet

    Aneke Israel Chinagolum / Chineke Amaechi Hyacenth / Udeh Chukwuma Callistus. W | BASE | 2018

    Freier Zugriff


    Development of an Energy-Efficient Routing Algorithm for Electric Vehicles

    Garcia, Aries G. / Tria, Lew Andrew R. / Talampas, Marc Caesar R. | IEEE | 2019


    An Energy Efficient Integral Routing Algorithm for Software-Defined Networks

    Neama, Ghadeer Naji / Awad, Mohamad Khattar | IEEE | 2017