A study on the integration of machine learning in wireless communication

A Basu, B Bhattacharyya - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
Presently, we are observing a paradigm shift in communication technology as every
enterprise is trying to shift their focus to smart communication networks to take advantage of …

Deep Learning Applications in Mobile Networks

M Stanković - Sinteza 2019-International …, 2019 - portal.sinteza.singidunum.ac.rs
The expected deployment of 5G networks, growing percentages of mobile networks' market
penetration levels and increasing popularity of mobile applications induce new challenges …

A study on the adoption of wireless communication in big data analytics using neural networks and deep learning

P Rohini, S Tripathi, CM Preeti… - 2022 2nd …, 2022 - ieeexplore.ieee.org
The study explores about the Wireless communication which is one of the most rapidly
evolving and active technology fields in the communication world. Wireless communication …

Research of wireless network traffic analysis using big data processing technology

K Maxim, K Anton, M Anastasiya… - … Congress on Ultra …, 2021 - ieeexplore.ieee.org
The article presents an approach to analyzing wireless network traffic implemented using
Python programming language tools, in particular the Pandas library. The main purpose of …

Big data analytics in telecommunication using state-of-the-art big data framework in a distributed computing environment: a case study

M Ved, B Rizwanahmed - 2019 IEEE 43rd Annual Computer …, 2019 - ieeexplore.ieee.org
Predictive Analytics is of great interest when it comes to enhancing Business Intelligence.
Businesses have already started to use Big Data Analytics, particularly predictive and …

Application research of artificial intelligence in the fifth generation mobile communication technology

H Liu, Y Wang, B Hu - 2019 IEEE 10th International Conference …, 2019 - ieeexplore.ieee.org
The fifth generation (5G) mobile communication technology is in the tide of artificial
intelligence. The combination of the two technologies is considered to be one of the …

Machine Learning and on 5G Based Technologies Create New Opportunities to Gain Knowledge

M Jansevskis, K Osis - 2018 2nd European Conference on …, 2018 - ieeexplore.ieee.org
5G-based technologies are still in the stage of development but they provide opportunities to
develop new type of information technology solutions. These solutions are closer to real …

Big Data architecture for mobile network operators

MN Simaković, ZG Cica… - 2021 15th International …, 2021 - ieeexplore.ieee.org
Mobile network operators are faced with tremendous data growth in their networks. Complex
and multilayered networks, high-quality signal demands, and strong competition are only …

Moving toward an intelligent edge: Machine Learning and Wireless Communication

PP Patil, A Perez-Mendoza, K Joshi… - 2023 3rd …, 2023 - ieeexplore.ieee.org
In order to improve performance, efficiency, and yield, the intelligent wireless system
concentrates on collaborating with cutting-edge techniques such as machine learning (ML) …

The convergence of machine learning and communications

W Samek, S Stanczak, T Wiegand - arXiv preprint arXiv:1708.08299, 2017 - arxiv.org
The areas of machine learning and communication technology are converging. Today's
communications systems generate a huge amount of traffic data, which can help to …