User-centric cell-free massive MIMO networks: A survey of opportunities, challenges and solutions

HA Ammar, R Adve, S Shahbazpanahi… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Densification of network base stations is indispensable to achieve the stringent Quality of
Service (QoS) requirements of future mobile networks. However, with a dense deployment of …

The emerging trends of multi-label learning

W Liu, H Wang, X Shen… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Exabytes of data are generated daily by humans, leading to the growing needs for new
efforts in dealing with the grand challenges for multi-label learning brought by big data. For …

Machine learning for 5G/B5G mobile and wireless communications: Potential, limitations, and future directions

ME Morocho-Cayamcela, H Lee, W Lim - IEEE access, 2019 - ieeexplore.ieee.org
Driven by the demand to accommodate today's growing mobile traffic, 5G is designed to be
a key enabler and a leading infrastructure provider in the information and communication …

5G: A tutorial overview of standards, trials, challenges, deployment, and practice

M Shafi, AF Molisch, PJ Smith… - IEEE journal on …, 2017 - ieeexplore.ieee.org
There is considerable pressure to define the key requirements of 5G, develop 5G standards,
and perform technology trials as quickly as possible. Normally, these activities are best done …

A survey on low latency towards 5G: RAN, core network and caching solutions

I Parvez, A Rahmati, I Guvenc… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
The fifth generation (5G) wireless network technology is to be standardized by 2020, where
main goals are to improve capacity, reliability, and energy efficiency, while reducing latency …

Latency critical IoT applications in 5G: Perspective on the design of radio interface and network architecture

P Schulz, M Matthe, H Klessig, M Simsek… - IEEE …, 2017 - ieeexplore.ieee.org
Next generation mobile networks not only envision enhancing the traditional MBB use case
but also aim to meet the requirements of new use cases, such as the IoT. This article focuses …

Next generation 5G wireless networks: A comprehensive survey

M Agiwal, A Roy, N Saxena - IEEE communications surveys & …, 2016 - ieeexplore.ieee.org
The vision of next generation 5G wireless communications lies in providing very high data
rates (typically of Gbps order), extremely low latency, manifold increase in base station …

A survey of 5G network: Architecture and emerging technologies

A Gupta, RK Jha - IEEE access, 2015 - ieeexplore.ieee.org
In the near future, ie, beyond 4G, some of the prime objectives or demands that need to be
addressed are increased capacity, improved data rate, decreased latency, and better quality …

A survey of 5G network systems: challenges and machine learning approaches

H Fourati, R Maaloul, L Chaari - International Journal of Machine Learning …, 2021 - Springer
Abstract 5G cellular networks are expected to be the key infrastructure to deliver the
emerging services. These services bring new requirements and challenges that obstruct the …

5G backhaul challenges and emerging research directions: A survey

M Jaber, MA Imran, R Tafazolli, A Tukmanov - IEEE access, 2016 - ieeexplore.ieee.org
5G is the next cellular generation and is expected to quench the growing thirst for taxing
data rates and to enable the Internet of Things. Focused research and standardization work …