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Elite Opposition Based Metaheuristic Framework for Load Balancing in LTE Network

M. R. Sivagar1,*, N. Prabakaran2

1 Department of Computer Science and Engineering, Sathyabama Institute of Science & Technology, Chennai, 600119, India
2 Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Guntur, 522502, Andhra Pradesh, India

* Corresponding Author: M. R. Sivagar. Email: email

Computers, Materials & Continua 2022, 71(3), 5765-5781. https://doi.org/10.32604/cmc.2022.024273

Abstract

In present scenario of wireless communications, Long Term Evolution (LTE) based network technology is evolved and provides consistent data delivery with high speed and minimal delay through mobile devices. The traffic management and effective utilization of network resources are the key factors of LTE models. Moreover, there are some major issues in LTE that are to be considered are effective load scheduling and traffic management. Through LTE is a depraved technology, it is been suffering from these issues. On addressing that, this paper develops an Elite Opposition based Spider Monkey Optimization Framework for Efficient Load Balancing (SMO-ELB). In this model, load computation of each mobile node is done with Bounding Theory based Load derivations and optimal cell selection for seamless communication is processed with Spider Monkey Optimization Algorithm. The simulation results show that the proposed model provides better results than exiting works in terms of efficiency, packet delivery ratio, Call Dropping Ratio (CDR) and Call Blocking Ratio (CBR).

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Cite This Article

APA Style
Sivagar, M.R., Prabakaran, N. (2022). Elite opposition based metaheuristic framework for load balancing in LTE network. Computers, Materials & Continua, 71(3), 5765-5781. https://doi.org/10.32604/cmc.2022.024273
Vancouver Style
Sivagar MR, Prabakaran N. Elite opposition based metaheuristic framework for load balancing in LTE network. Comput Mater Contin. 2022;71(3):5765-5781 https://doi.org/10.32604/cmc.2022.024273
IEEE Style
M.R. Sivagar and N. Prabakaran, "Elite Opposition Based Metaheuristic Framework for Load Balancing in LTE Network," Comput. Mater. Contin., vol. 71, no. 3, pp. 5765-5781. 2022. https://doi.org/10.32604/cmc.2022.024273



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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