I. J. of Electrical & Electronics Research
Research Article | 
Intensive Analysis of Routing Algorithm Detection over Mobile Ad hoc Network Using Machine Learning
Author(s): Dr. M. V. Rajesh1, P V V S Srinivas2 and A. Lakshmanarao3
Published In : International Journal of Electrical and Electronics Research (IJEER) Volume 10, Issue 4
Publisher : FOREX Publication
Published : 12 November 2022
e-ISSN : 2347-470X
Page(s) : 963-968
Abstract
As we are in the Digital Era, in our daily life activities we use different types of communication devices like Mobile Phone, Laptops, Smart watches, etc. and In Common these Mobile Devices allows users to access Information and Services through wireless mode. Basically, there are two types of wireless Networks they are Infrastructure and Infrastructure less Networks. This Infrastructure Network is known as Cellular Networks, they are stationary components, and they used to connect the Mobile Nodes within the Network. But this Infrastructure less Network is also known as Mobile Ad hoc Network (MANET). MANET consist of no fixed Routers and unlimited Nodes. They are Dynamic in Nature. They can move at any direction and at any Movement. It forms a temporary Network for Data Transmission Purpose from Source and Destination. There can be any number of Nodes in Between Source to Destination. Here this Transmission of data is taken place with an Optimal Path in the MANET. This MANET is preferred to be used during Natural Calamities and for Military Operations. Here the node will be created first for communication in this proposed research work. Then the Machine Learning Algorithm will be applied after the node creation. There will be n numbers of nodes, one is master and the n-1 are treated as slaves. The Master node will be concluded by using Highest Network range. The charge will be checked and maintained by Machine Learning Algorithm. Again, Master will update the information. Here ML Algorithm will be act as data centers. The Master node will be changed as per their Capacities based on ML algorithm. In this research work we will discuss about the process of Routing, which will be carried by DSR Algorithm which is more responsive when compared with AODV and DSDV.
Keywords: MANET, Nodes, Master Node, Routing, Highest Network Range .
Dr. M. V. Rajesh, Professor, Department of IT, Aditya Engineering College, Surampalem, India; Email: rajesh.masina@aec.edu.in
P V V S Srinivas, Department of CSE, Koneru Lakshmaiah Education Foundation, Vijayawada, India; Email: cnu.pvvs@gmail.com
A. Lakshmanarao*, Associate Professor, Department of IT, Aditya Engineering College, Surampalem, India; Email: laxman1216@gmail.com
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Dr. M. V. Rajesh, P V V S Srinivas, and A. Lakshmanarao (2022), Intensive Analysis of Routing Algorithm Detection over Mobile Ad hoc Network Using Machine Learning. IJEER 10(4), 963-968. DOI: 10.37391/IJEER.100435.