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Ant-based Energy Efficient Routing Algorithm for Mobile Ad hoc Networks

P. E. Irin Dorathy1,*, M. Chandrasekaran2

1 Department of ECE, Government College of Engineering, Tirunelveli, 627007, Tamilnadu, India
2 Government College of Engineering, Bargur, Krishnagiri, 635104, Tamilnadu, India

* Corresponding Author: P. E. Irin Dorathy. Email: email

Intelligent Automation & Soft Computing 2022, 33(3), 1423-1438. https://doi.org/10.32604/iasc.2022.024815

Abstract

In this paper, an Ant Colony Optimization (ACO) based Energy Efficient Shortest Path Routing (AESR) algorithm is developed for Mobile Ad hoc Network (MANET). The Mobile Ad hoc Network consists of a group of mobile nodes that can communicate with each other without any predefined infrastructure. The routing process is critical for this type of network due to its dynamic topology, limited resources and wireless channel. The technique incorporated in this paper for optimizing the routing in a Mobile ad hoc network is Ant Colony Optimization. The ACO algorithm is used to solve network problems related to routing, security, etc. in wired and wireless networks. This proposed work is used for selecting the energy efficient shortest route between the source and the destination of the network. This routing technique uses important parameters such as residual energy of the nodes, minimum residual energy of the path, the distance between the nodes, trip time and hop count to select the optimal route for communication to extend the lifetime of the network by reducing the energy consumption. The proposed routing protocol is compared with other conventional routing protocols. The experimental results demonstrate that the proposed AESR routing protocol outperforms the existing protocols in terms of performance metrics such as Packet Delivery Ratio, Average Path Length, Network Lifetime, Number of Dead nodes and Average Energy Consumption in high mobility networks.

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APA Style
Dorathy, P.E.I., Chandrasekaran, M. (2022). Ant-based energy efficient routing algorithm for mobile ad hoc networks. Intelligent Automation & Soft Computing, 33(3), 1423-1438. https://doi.org/10.32604/iasc.2022.024815
Vancouver Style
Dorathy PEI, Chandrasekaran M. Ant-based energy efficient routing algorithm for mobile ad hoc networks. Intell Automat Soft Comput . 2022;33(3):1423-1438 https://doi.org/10.32604/iasc.2022.024815
IEEE Style
P.E.I. Dorathy and M. Chandrasekaran, "Ant-based Energy Efficient Routing Algorithm for Mobile Ad hoc Networks," Intell. Automat. Soft Comput. , vol. 33, no. 3, pp. 1423-1438. 2022. https://doi.org/10.32604/iasc.2022.024815



cc This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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