Data sets for machine learning in wireless communications and networks

C Fischione, M Chafii, Y Deng… - IEEE Communications …, 2023 - ieeexplore.ieee.org
The articles in this special section focus on the role of data sets for the evolution of the
telecommunication industry in the 5G and 6G era. In 5G and 6G, many new services are …

Scope of machine learning applications for addressing the challenges in next‐generation wireless networks

RK Samanta, B Sadhukhan… - CAAI Transactions …, 2022 - Wiley Online Library
The convenience of availing quality services at affordable costs anytime and anywhere
makes mobile technology very popular among users. Due to this popularity, there has been …

Machine learning paradigms for next-generation wireless networks

C Jiang, H Zhang, Y Ren, Z Han… - IEEE Wireless …, 2016 - ieeexplore.ieee.org
Next-generation wireless networks are expected to support extremely high data rates and
radically new applications, which require a new wireless radio technology paradigm. The …

Machine Learning in Communication Systems and Networks

Y Sun, H Lee, O Simpson - Sensors, 2024 - mdpi.com
The landscape of communication environments is undergoing a revolutionary
transformation, driven by the relentless evolution of technology and the growing demands of …

[图书][B] Next-generation wireless networks meet advanced machine learning applications

R Trestian - 2019 - books.google.com
The ever-evolving wireless technology industry is demanding new technologies and
standards to ensure a higher quality of experience for global end-users. This developing …

Machine learning for wireless communications in the Internet of Things: A comprehensive survey

J Jagannath, N Polosky, A Jagannath, F Restuccia… - Ad Hoc Networks, 2019 - Elsevier
Abstract The Internet of Things (IoT) is expected to require more effective and efficient
wireless communications than ever before. For this reason, techniques such as spectrum …

When machine learning meets big data: A wireless communication perspective

Y Liu, S Bi, Z Shi, L Hanzo - IEEE Vehicular Technology …, 2019 - ieeexplore.ieee.org
We have witnessed an exponential growth in commercial data services, which has led to the
so-called big data era. Machine learning, one of the most promising artificial intelligence (AI) …

Machine learning in 5G wireless networks

Abhishek, S Verma - 5G and Beyond Wireless Systems: PHY Layer …, 2021 - Springer
The surge in demand for faster, reliable, and inter-operable networks leads to the
development of 5G networks. The resultant increase in the numbers of services …

Guest editorial special issue on machine learning in wireless Communication—Part i

D Gesbert, D Gündüz, P de Kerret… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
Machine learning and data driven approaches have recently received much attention as a
key enabler for future 5G and beyond wireless networks. Yet, the evolution towards learning …

AI-enabled future wireless networks: Challenges, opportunities, and open issues

M Elsayed, M Erol-Kantarci - IEEE Vehicular Technology …, 2019 - ieeexplore.ieee.org
An expected plethora of demanding services and use cases mandates a revolutionary shift
in the way future wireless network resources are managed. Indeed, when application …