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An Efficient Cross Layer Design of Stability Based Clustering Scheme Using Ant Colony Optimization in VANETs

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Abstract

Due to recent advancements in Multimedia applications like live video/audio streaming in Vehicular Ad-Hoc Networks (VANETs), demands safety and high speed data transfer ratio among moving vehicles. For such applications, design of an efficient routing protocol against unique characteristics of VANET, like frequent link breaks and highly dynamic topology, is quite challenging task to route the data messages to destination. In this paper, An Efficient Cross Layer Design of Stability based Clustering Scheme using Ant Colony Optimization (ESBCA) is proposed for an improved data dissemination in VANETs. Towards this, the proposed ESBCA includes series of mechanisms. First, formation of clusters using vehicle’s mobility parameters like, velocity and distance to enhance route stability. Moreover, a vehicle will be chosen as Cluster Head with highest route stability. Second, the selection of optimal path within the cluster from source to destination using ACO method. The finest path for data dissemination is selected by choosing link lifetime, hop count and residual energy along the path. Upon extensive simulation, illustrates that the proposed ESBCA enhances stability of the network by reducing percentage of route error. As a result, multimedia data streaming is improved notably, in terms of reduced route cost, packet loss ratio and energy consumption as compared to existing “K-means AODV- ACO” scheme for different node density and speed.

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Authors and Affiliations

  1. Department of ECE, B V Raju Institute of Technology, Narsapur, Medak, Telangana, India

    Shaik Shafi

  2. Department of ECE, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, India

    D. Venkata Ratnam

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  1. Shaik Shafi
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Shafi, S., Venkata Ratnam, D. An Efficient Cross Layer Design of Stability Based Clustering Scheme Using Ant Colony Optimization in VANETs. Wireless Pers Commun 126, 3001–3019 (2022). https://doi.org/10.1007/s11277-022-09849-x

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