ItemArticle

The feasibility analysis of load based resource optimization algorithm for cooperative communication in 5G wireless ad-hoc networks

Title
The feasibility analysis of load based resource optimization algorithm for cooperative communication in 5G wireless ad-hoc networks
Creator
Logeshwaran J.; Kannadasan R.; Mansingh P.M.B.; Mutharasan A.; Yuvaraj N.; Venkatasubramanian S.; Alsharif M.H.; Uthansakul P.; Uthansakul M.
Description
Efficient allocation of resources is crucial in wireless ad hoc networks (WANETs) as spectrum assets are costly. Cooperative communications were introduced as a solution to the problem of limited spectrum availability. In this approach, numerous nodes share their resources and increase the bandwidth available to end-users. This research investigates the practicality of a new algorithm that optimizes resources based on load for Cooperative Communications in 5 G WANETs. The algorithm consists of two components. Initially, a distributed algorithm for forming a topology is suggested. This algorithm employs a load-based approach to explore network conditions and efficiently choose the most suitable topology. An optimization algorithm that relies on a greedy strategy is suggested. In this approach, the chosen nodes send their bits to the receiver to maximize the attainable system throughput. A thorough simulation study is conducted to evaluate the overall performance of the proposed algorithm in assessing existing methods. The proposed model obtained 94.72 % energy efficiency, 91.69 % network throughput, 94.72 % spectrum utilization, 27.47 % network delay, 24.08 % packet loss rate, 94.38 % signal-to-noise ratio, 93.91 % data transfer rate, 95.87 % error detection rate, and 94.28 % link reliability rate. The results demonstrate that the suggested algorithm significantly enhances the system and the overall network performance compared to existing approaches. The proposed approach is feasible and environmentally friendly for optimizing bandwidth in 5 G wireless ad hoc Networks. 2024 The Authors
Source
Alexandria Engineering Journal, Vol-104, pp. 529-550.
Date
2024-01-01
Publisher
Elsevier B.V.
Subject
Ad-Hoc; Bandwidth; Cooperative Communication; Networks; Optimization; Spectrum; Topology; Wireless
Coverage
Logeshwaran J., Department of Computer Science, CHRIST (Deemed to be University), Karnataka, Bengaluru, 560029, India; Kannadasan R., Department of Electrical and Electronics Engineering, Sri Venkateswara College of Engineering, Sriperumbudur, 602117, India; Mansingh P.M.B., Department of Advanced Computer Science and Engineering, Vignan's Foundation for Science, Technology and Research, Andhra Pradesh, Guntur, India; Mutharasan A., Department of Electronics and Communication Engineering, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Chennai, 600 062, India; Yuvaraj N., Department of Computer Science and Engineering, Sri Shakthi Institute of Engineering & Technology, Tamil Nadu, Coimbatore, India; Venkatasubramanian S., Department of computer science and Business Systems, Saranathan college of engineering, Tamil Nadu, Trichy, India; Alsharif M.H., Department of Electrical Engineering, College of Electronics and Information Engineering, Sejong University, Seoul, 05006, South Korea; Uthansakul P., School of Telecommunication Engineering, Suranaree University of Technology, Nakhon Ratchasima, 30000, Thailand; Uthansakul M., School of Telecommunication Engineering, Suranaree University of Technology, Nakhon Ratchasima, 30000, Thailand
Rights
Restricted Access
Relation
ISSN: 11100168
Format
Online
Language
English
Type
Article

Collection

Articles

Citation

Logeshwaran J.; Kannadasan R.; Mansingh P.M.B.; Mutharasan A.; Yuvaraj N.; Venkatasubramanian S.; Alsharif M.H.; Uthansakul P.; Uthansakul M., “The feasibility analysis of load based resource optimization algorithm for cooperative communication in 5G wireless ad-hoc networks,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 24, 2025, https://archives.christuniversity.in/items/show/12807.

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