A Hybrid Routing Protocol for Mobile Ad Hoc Networks: Integrating Soccer League Competition and TOPSIS for Energy Optimization

Abstract A mobile ad hoc network (MANET) is a decentralized, infrastructure-free system composed of mobile nodes that dynamically establish temporary connections. Due to the constant mobility of these nodes, the network topology changes frequently, posing significant challenges for effective routing. To address this, the present study introduces a novel routing protocol aimed at optimizing energy consumption by integrating the Soccer League Competition algorithm with the multi-criteria decision-making method, TOPSIS. The proposed method is structured in two main phases. In the clustering phase, the protocol selects optimal cluster heads by applying the Soccer League Competition and TOPSIS algorithms, using four key criteria: remaining battery power, neighbor count, task load, and node mobility rate. In the routing phase, communication links between cluster heads are established based on available bandwidth and inter-node distance to maintain route stability. Simulations conducted in the OPNET environment demonstrate that the proposed protocol outperforms existing approaches, namely CBP and FRRP, across multiple performance metrics, including throughput, end-to-end delay, packet delivery rate, hop count, and route discovery time.

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Publication Details

Journal
International Journal of Computational Intelligence Systems
Published
2025-12-27
DOI
https://doi.org/10.1007/s44196-025-01099-6
Primary Topic
Mobile Ad Hoc Networks
Type
article
Field-Weighted Citation Impact
0.00
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article

A Hybrid Routing Protocol for Mobile Ad Hoc Networks: Integrating Soccer League Competition and TOPSIS for Energy Optimization

Shayesteh Tabatabaei
International Journal of Computational Intelligence Systems
Mobile Ad Hoc Networks
article

A Hybrid Routing Protocol for Mobile Ad Hoc Networks: Integrating Soccer League Competition and TOPSIS for Energy Optimization

Shayesteh Tabatabaei
article en

Abstract

Abstract A mobile ad hoc network (MANET) is a decentralized, infrastructure-free system composed of mobile nodes that dynamically establish temporary connections. Due to the constant mobility of these nodes, the network topology changes frequently, posing significant challenges for effective routing. To address this, the present study introduces a novel routing protocol aimed at optimizing energy consumption by integrating the Soccer League Competition algorithm with the multi-criteria decision-making method, TOPSIS. The proposed method is structured in two main phases. In the clustering phase, the protocol selects optimal cluster heads by applying the Soccer League Competition and TOPSIS algorithms, using four key criteria: remaining battery power, neighbor count, task load, and node mobility rate. In the routing phase, communication links between cluster heads are established based on available bandwidth and inter-node distance to maintain route stability. Simulations conducted in the OPNET environment demonstrate that the proposed protocol outperforms existing approaches, namely CBP and FRRP, across multiple performance metrics, including throughput, end-to-end delay, packet delivery rate, hop count, and route discovery time.

International Journal of Computational Intelligence SystemsVol. 19(1)
Tabriz Islamic Arts University (IR)
Affordable and clean energy
Openalex Percentile: Top 34%
Mobile Ad Hoc Networks
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