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Hybrid Optimization Algorithm for Resource Allocation in LTE-Based D2D Communication

Amel Austine*, R. Suji Pramila

Department of Computer Science and Engineering, Noorul Islam Centre for Higher Education, Kumaracoil, Tamilnadu, India

* Corresponding Author: Amel Austine. Email: email

Computer Systems Science and Engineering 2023, 46(2), 2263-2276. https://doi.org/10.32604/csse.2023.032323

Abstract

In a cellular network, direct Device-to-Device (D2D) communication enhances Quality of Service (QoS) in terms of coverage, throughput and amount of power consumed. Since the D2D pairs involve cellular resources for communication, the chances of interference are high. D2D communications demand minimum interference along with maximum throughput and sum rate which can be achieved by employing optimal resources and efficient power allocation procedures. In this research, a hybrid optimization model called Genetic Algorithm-Adaptive Bat Optimization (GA-ABO) algorithm is proposed for efficient resource allocation in a cellular network with D2D communication. Simulation analysis demonstrates that the proposed model involves reduced interference with maximum sum rate and throughput. The performance of the proposed model is compared with the existing Ant Colony Optimization-based resource exchange and GAME (ACO-GAME) theory models, Trader-assisted Resource EXchange mechanism-Radio Access Network (TREX-RAN) and De-centralized Radio Access Network (TREX-DRAN), and greedy CYcle-Complete preferences (CYC) models. The proposed model offers a maximum sum rate of 83 kB/s, which is much better than the existing techniques.

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APA Style
Austine, A., Pramila, R.S. (2023). Hybrid optimization algorithm for resource allocation in lte-based d2d communication. Computer Systems Science and Engineering, 46(2), 2263-2276. https://doi.org/10.32604/csse.2023.032323
Vancouver Style
Austine A, Pramila RS. Hybrid optimization algorithm for resource allocation in lte-based d2d communication. Comput Syst Sci Eng. 2023;46(2):2263-2276 https://doi.org/10.32604/csse.2023.032323
IEEE Style
A. Austine and R.S. Pramila, "Hybrid Optimization Algorithm for Resource Allocation in LTE-Based D2D Communication," Comput. Syst. Sci. Eng., vol. 46, no. 2, pp. 2263-2276. 2023. https://doi.org/10.32604/csse.2023.032323



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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