Turkish Journal of Computer and Mathematics Education
Journal license

Journal

Turkish Journal of Computer and Mathematics Education


Volume
& Issue

Volume 11, Issue 3


Published
on


Pages

1163-1174


DOI

Article

Modelling Various Algorithms of Artificial Intelligence in Wireless Communication System.


Authors

Snehasis Dey Affiliation:
Research Scholar, Dept. of Electronics and Communication Engineering, Sri Satya Sai University of Technology and Medical Sciences, sehore, M.P. India
, Prabodh Khampariya Affiliation:
Research Guide, Sri Satya Sai University of Technology and Medical Sciences, sehore, M.P. India
and Manish Jain Affiliation:
Research Coguide, Dept. of Electronics and Communication Engineering, Mandsaur University, Mandsaur, M.P. India


Abstract

5G wireless communication have been a topic of vast research in recent years. Incidentaly in this covid pandemic period ongoing, the 5G wireless communication is more famous and happening topic altogether. Key technologies like Milimeterwave(mmwave), Massive MIMO, Beamforming, Artificial Intelligence(AI), Block chain adds more specific advantages in 5G wireless communication. The basic five foundations discussed here in 5G have given the communication a new horizon altogether in comparison to the 4G wireless communication. For base stations the major and important problem is to decide the optimal beamforming adjustment because they don’t have computationally powerful resources. But on-site optimization processes would take a lot of time framing schedule and power framing which the base stations can’t afford. To resolve this major problem, an external inputed data training or trained data can be given and only the prediction process might be left to the base station. Having achieving a pre-built machine learning based algorithm model would drastically reduce the time and power needed for beamforming optimization.


Keywords

5G, Artificial Intelligence, Beamforming, Machine Learning, mmWave, Massive MIMO


Citation

Dey, S., Khampariya, P., & Jain, M. (2020). Modelling various algorithms of artificial intelligence in wireless communication system. Turkish Journal of Computer and Mathematics Education, 11(3), 1163–1174.

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