Communication requirements in 5G-enabled healthcare applications: review and considerations

HN Qureshi, M Manalastas, A Ijaz, A Imran, Y Liu… - Healthcare, 2022 - mdpi.com
Fifth generation (5G) mobile communication technology can enable novel healthcare
applications and augment existing ones. However, 5G-enabled healthcare applications …

Comprehensive analysis of network slicing for the developing commercial needs and networking challenges

S Zahoor, I Ahmad, MTB Othman, A Mamoon… - Sensors, 2022 - mdpi.com
Network slicing (NS) is one of the most prominent next-generation wireless cellular
technology use cases, promising to unlock the core benefits of 5G network architecture by …

Amplified radio-over-fiber system linearization using recurrent neural networks

L Augusto Melo Pereira, LL Mendes… - Journal of Optical …, 2023 - opg.optica.org
Ubiquitous communication is an emergent feature of the future sixth generation of mobile
communication (6G) networks. One of the main challenges of this upcoming mobile network …

On the phase tracking reference signal (PT-RS) design for 5G new radio (NR)

Y Qi, M Hunukumbure, H Nam, H Yoo… - 2018 IEEE 88th …, 2018 - ieeexplore.ieee.org
The volume of mobile data traffic has been driven to an unprecedented high level due to the
proliferation of smartphones/mobile devices that support a wide range of broadband …

Exploiting the massive MIMO channel structural properties for minimization of channel estimation error and training overhead

S Bazzi, S Stefanatos, L Le Magoarou, SE Hajri… - IEEE …, 2019 - ieeexplore.ieee.org
Exploiting massive multiple-input-multiple-output (MIMO) gains come at the expense of
obtaining accurate channel estimates at the base station. However, conventional channel …

B-ROS re-balanced learning method for PS-A-RoF FWA communication

Q Wang, W Zhou, S Xu, B Sang, Y Tan… - Journal of Optical …, 2024 - opg.optica.org
The enhanced remote area communication (eRAC) scenario is an important growth point in
the communication market. In some remote areas where optical fiber access cannot be …

[PDF][PDF] Communication Requirements in 5G-Enabled Healthcare Applications: Review and Considerations. Healthcare 2022, 10, 293

HN Qureshi, M Manalastas, A Ijaz, A Imran… - Cybersecurity and the …, 2022 - core.ac.uk
Fifth generation (5G) mobile communication technology can enable novel healthcare
applications and augment existing ones. However, 5G-enabled healthcare applications …

Analyzing Machine Learning Paradigms for the Linearization of 5G Radio over Fiber Systems

GC Pereira, C Bastos-Filho, LA Pereira… - 2023 SBMO/IEEE …, 2023 - ieeexplore.ieee.org
This work presents the use, analyses and proposals of improvement of Machine Learning
(ML) techniques for compensating nonlinearities from the fifth generation of mobile …

Addressing training data sparsity and interpretability challenges in AI based cellular networks

H Qureshi - 2021 - shareok.org
To meet the diverse and stringent communication requirements for emerging networks use
cases, zero-touch arti cial intelligence (AI) based deep automation in cellular networks is …

[引用][C] Machine Learning Applied to 5G and Towards 6G Fiber/Wireless Systems Linearization

LA Pereira - 2023 - Instituto Nacional de …