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

被引:12
|
作者
Nithya, R. [1 ]
Amudha, K. [2 ]
Musthafa, A. Syed [3 ]
Sharma, Dilip Kumar [4 ]
Hernan Ramirez-Asis, Edwin [5 ]
Velayutham, Priya [6 ]
Subramaniyaswamy, V [7 ]
Sengan, Sudhakar [8 ]
机构
[1] Vivekananda Coll Engn Women, Dept Comp Sci & Engn, Tiruchengode 637205, Tamil Nadu, India
[2] Kongunadu Coll Engn & Technol, Dept Elect & Commun Engn, Thottiam 621215, Tamil Nadu, India
[3] M Kumarasamy Coll Engn, Dept Informat Technol, Karur 639113, Tamil Nadu, India
[4] Jaypee Univ Engn & Technol, Dept Math, Guna 473226, MP, India
[5] Univ Nacl Santiago Antunez De Mayolo, Business & Tourism Fac, Huaraz, Peru
[6] Paavai Engn Coll, Dept Comp Sci & Engn, Namakkal 637018, Tamil Nadu, India
[7] SASTRA Deemed Univ, Sch Comp, Thanjavur 613401, Tamil Nadu, India
[8] PSN Coll Engn & Technol, Dept Comp Sci & Engn, Tirunelveli 627152, Tamil Nadu, India
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2022年 / 70卷 / 01期
关键词
5G; attacks; D2D communications; MANET; mmWave; security; ROUTING PROTOCOL; HOC; MANAGEMENT; FLOCKING; NETWORKS; MOBILITY; CLUSTER;
D O I
10.32604/cmc.2022.019221
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:1069 / 1087
页数:19
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