Open Access

ARTICLE

An Optimized Fuzzy Based Ant Colony Algorithm for 5G-MANET

R. Nithya¹, K. Amudha^2,*, A. Syed Musthafa³, Dilip Kumar Sharma⁴, Edwin Hernan Ramirez-Asis⁵, Priya Velayutham⁶, V. Subramaniyaswamy⁷, Sudhakar Sengan⁸

1 Department of Computer Science and Engineering, Vivekananda College of Engineering for Women, Tiruchengode, 637205, Tamil Nadu, India
2 Department of Electronics and Communication Engineering, Kongunadu College of Engineering and Technology, Thottiam, 621215, Tamil Nadu, India
3 Department of Information Technology, M. Kumarasamy College of Engineering, Karur, 639113, Tamil Nadu, India
4 Department of Mathematics, Jaypee University of Engineering and Technology, Guna, 473226, M.P., India
5 Business and Tourism Faculty, Universidad Nacional Santiago Antunez De Mayolo, Huaraz, Peru
6 Department of Computer Science and Engineering, Paavai Engineering College, Namakkal, 637018, Tamil Nadu, India
7 School of Computing, SASTRA Deemed University, Thanjavur, 613401, Tamil Nadu, India
8 Department of Computer Science and Engineering, PSN College of Engineering and Technology, Tirunelveli, 627152, Tamil Nadu, India

* Corresponding Author: K. Amudha. Email:

Computers, Materials & Continua 2022, 70(1), 1069-1087. https://doi.org/10.32604/cmc.2022.019221

Received 06 April 2021; Accepted 25 May 2021; Issue published 07 September 2021

Abstract

The 5G demonstrations in a business has a significant role in today's fast-moving technology. Manet in 5G, drives a wireless system intended at an enormously high data rate, lower energy, low latency, and cost. For this reason, routing protocols of MANET have the possibility of being fundamentally flexible, high performance, and energy-efficient. The 5G communication aims to afford higher data rates and significantly low Over-The-Air latency. Motivated through supplementary ACO routing processes, a security-aware, fuzzy improved ant colony routing optimization protocol is proposed in MANETs. The goal is to develop a MANET routing protocol that could provide a stable packet transmission ratio, less overhead connectivity, and low end-to-end latency in shared standard scenarios and attack states. MANET demonstrates effective results with hybrid architecture and proved to be effective than other state-of-the-art routing protocols of MANETs, like AODV, its routing organization implemented through Optimized Fuzzy based ACO Algorithm for 5G. Millimeter-wavelengths are required to perform a significant role in 5G. This research proposed to test the efficiency of MANET consisting of only mmWave User Equipment. MANET reduced packet transmission loss of UEs with mmWave, meaning well-transmitted SNR leads directly to a better packet delivery ratio. To verify results, simulation using the NS-3 simulator mmWave module is used.

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Citations