THE INTELLIGENT DESIGNING OF A SMART SPECTRUM SENSING USING OPTIMAL MACHINE LEARNING SCHEME FOR COMPLEX MOBILE NETWORKS

ICTACT Journal on Data Science and Machine Learning ( Volume: 3 , Issue: 1 )

Abstract

vioft2nntf2t|tblJournal|Abstract_paper|0xf4ffb4362c000000751c060001000500
The Mobile networks have become the backbone of telecommunications in recent years, with the widespread use of cell phones, tablets and other mobile devices. Networks are technologies that are constantly evolving, used to interact with and connect with consumers. The frequencies of mobile networks can be used by multiple network subscribers at the same time. The Cell tower sites and mobile devices handle frequencies so that low-power interrupters can minimize their services. Signal reception, call quality, and speed depend on many factors. The User location, service provider, and equipment all play a role. A mobile network is a complex spider web that includes communication towers, antennas, network cores, and devices that generate traffic generating end-to-end data flow across our mobile devices. In this paper, a smart machine learning network algorithm is established at the point of cells placed in a given spatial area, filled with rotation or transfer stations placed at the center of the cells. It beyond this basic framework, there are many different types of mobile networks are evaluated and achieved the best results as per the proposed machine learning method.

Authors

J Gowri, S Priscilla Jeba Christy
AVS Engineering College, India

Keywords

Signal Reception, Call Quality, Location Monitoring, Service Provider, Mobile Communication, Machine Learning

Published By
ICTACT
Published In
ICTACT Journal on Data Science and Machine Learning
( Volume: 3 , Issue: 1 )
Date of Publication
December 2021
Pages
258-262
DOI

ICT Academy is an initiative of the Government of India in collaboration with the state Governments and Industries. ICT Academy is a not-for-profit society, the first of its kind pioneer venture under the Public-Private-Partnership (PPP) model

Contact Us

ICT Academy
Module No E6 -03, 6th floor Block - E
IIT Madras Research Park
Kanagam Road, Taramani,
Chennai 600 113,
Tamil Nadu, India

For Journal Subscription: journalsales@ictacademy.in

For further Queries and Assistance, write to us at: ictacademy.journal@ictacademy.in