6G enabled smart infrastructure for sustainable society: Opportunities, challenges, and research roadmap
The 5G wireless communication network is currently faced with the challenge of limited data
speed exacerbated by the proliferation of billions of data-intensive applications. To address …
speed exacerbated by the proliferation of billions of data-intensive applications. To address …
Where are the (cellular) data?
New generations of cellular networks are data oriented, targeting the integration of machine
learning and artificial intelligence solutions. Data availability, required to train and compare …
learning and artificial intelligence solutions. Data availability, required to train and compare …
Machine learning-based boosted regression ensemble combined with hyperparameter tuning for optimal adaptive learning
Over the past couple of decades, many telecommunication industries have passed through
the different facets of the digital revolution by integrating artificial intelligence (AI) techniques …
the different facets of the digital revolution by integrating artificial intelligence (AI) techniques …
Measuring and assessing performance of mobile broadband networks and future 5G trends
Mobile broadband (MBB) is one of the critical goals in fifth-generation (5G) networks due to
rising data demand. MBB provides very high-speed internet access with seamless …
rising data demand. MBB provides very high-speed internet access with seamless …
A review of energy efficiency and power control schemes in ultra-dense cell-free massive MIMO systems for sustainable 6G wireless communication
The traditional multiple input multiple output (MIMO) systems cannot provide very high
Spectral Efficiency (SE), Energy Efficiency (EE), and link reliability, which are critical to …
Spectral Efficiency (SE), Energy Efficiency (EE), and link reliability, which are critical to …
Standard propagation channel models for MIMO communication systems
The field of wireless communication networks has witnessed a dramatic change over the last
decade due to sophisticated technologies deployed to satisfy various demands peculiar to …
decade due to sophisticated technologies deployed to satisfy various demands peculiar to …
Application of cell-free massive MIMO in 5G and beyond 5G wireless networks: A survey
In recent times, the rapid growth in mobile subscriptions and the associated demand for high
data rates fuels the need for a robust wireless network design to meet the required capacity …
data rates fuels the need for a robust wireless network design to meet the required capacity …
Development of a multilayer perceptron neural network for optimal predictive modeling in urban microcellular radio environments
Modern cellular communication networks are already being perturbed by large and steadily
increasing mobile subscribers in high demand for better service quality. To constantly and …
increasing mobile subscribers in high demand for better service quality. To constantly and …
[HTML][HTML] Updating analysis of key performance indicators of 4G LTE network with the prediction of missing values of critical network parameters based on experimental …
In practice, field measurements often show missing data due to several dynamic factors.
However, the complete data about a given environment is key to characterizing the radio …
However, the complete data about a given environment is key to characterizing the radio …
[HTML][HTML] Digital-care in next generation networks: Requirements and future directions
Digital healthcare applications are part of the Industry 4.0 which is based on smart devices
and trustworthy communications technology. The concept of Digital-care is based on …
and trustworthy communications technology. The concept of Digital-care is based on …