Optimizing Routing in Nature-Inspired Algorithms to Improve Performance of Mobile Ad-Hoc Network

Citation

M., Arshey and Daniel, Ravuri and Rao, Deepak Dasaratha and Emerson Raja, Joseph and Rao, D. Chandrasekhar and Deshpande, Aniket (2023) Optimizing Routing in Nature-Inspired Algorithms to Improve Performance of Mobile Ad-Hoc Network. International Journal of Intelligent Systems and Applications in Engineering, 11 (8S). pp. 508-516. ISSN 2147-6799

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Abstract

It is a wireless network made up of mobile nodes that operate independently and use radio waves to communicate. Nodes can communicate with one another without a permanent basic structure by exchanging packers with nearby nodes. When the hosts are in wireless communication range, they exchange packets directly and without the need for a middle man. By sending messages to intermediaries, communication occurs outside of the wireless range. The message is sent to the closest host by the originating node. The host intern passes it on to the host that is the closest to it, allowing for numerous hops between the intermediate nearby nodes to carry out the conversation. In these networks, each node is in charge of deciding which path is the most effective for transferring packets. The best path is picked and the packet is forwarded when a node receives it. Every node of the network has routing capabilities built into it in this fashion. At first, a new protocol called Energy Aware Simple Ant Routing Algorithm (ESARA) was developed in which the node's energy consumption was factored into the cost function. It was discovered that the adjustment boosted the packet delivery ratio and decreased routing overhead. Such an adjustment also helped boost communication throughput. It was observed that ESARA's performance improved even when the number of hosts increased.

Item Type: Article
Uncontrolled Keywords: Wireless network, wireless range, MANET, SARA, ESARA.
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television
Divisions: Faculty of Engineering and Technology (FET)
Depositing User: Ms Nurul Iqtiani Ahmad
Date Deposited: 05 Sep 2023 01:38
Last Modified: 05 Sep 2023 01:38
URII: http://shdl.mmu.edu.my/id/eprint/11689

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