Cloud-enabled high-altitude platform systems: Challenges and opportunities

K Mershad, H Dahrouj, H Sarieddeen… - Frontiers in …, 2021 - frontiersin.org
Augmenting ground-level communications with flying networks, such as the high-altitude
platform system (HAPS), is among the major innovative initiatives of the next generation of …

Machine learning with gradient-based optimization of nuclear waste vitrification with uncertainties and constraints

LGL Gunnell, K Manwaring, X Lu, J Reynolds, J Vienna… - Processes, 2022 - mdpi.com
Gekko is an optimization suite in Python that solves optimization problems involving mixed-
integer, nonlinear, and differential equations. The purpose of this study is to integrate …

Machine learning-based user scheduling in integrated satellite-haps-ground networks

H Dahrouj, S Liu, MS Alouini - IEEE Network, 2023 - ieeexplore.ieee.org
Integrated space-air-ground networks promise to offer a valuable solution space for
empowering the sixth generation of communication networks (6G), particularly in the context …

Toward Immersive Underwater Cloud-Enabled Networks: Prospects and Challenges

R Alghamdi, H Dahrouj, T Al-Naffouri… - IEEE BITS the …, 2023 - ieeexplore.ieee.org
Underwater engineering significantly increases the liveability and sustainability of our
planet's ecosystems. Enhancing the connectivity of ocean-based engineering systems and …

Machine Learning Empowered Emerging Wireless Networks in 6G: Recent Advancements, Challenges & Future Trends

HMF Noman, E Hanafi, KA Noordin, K Dimyati… - IEEE …, 2023 - ieeexplore.ieee.org
The upcoming 6G networks are sixth-sense next-generation communication networks with
an ever-increasing demand for enhanced end-to-end (E2E) connectivity towards a …

Exploration of despair eccentricities based on scale metrics with feature sampling using a deep learning algorithm

T Hasanin, PR Kshirsagar, H Manoharan, SS Sengar… - Diagnostics, 2022 - mdpi.com
The majority of people in the modern biosphere struggle with depression as a result of the
coronavirus pandemic's impact, which has adversely impacted mental health without …

A review on principles, performance and complexity of linear estimation and detection techniques for MIMO systems

D Gaspar, LL Mendes, TC Pimenta - Frontiers in Communications and …, 2023 - frontiersin.org
The advent of the fifth generation (5G) of mobile networks has introduced several new use
cases that are pushing mobile networks in environments that are typically supported by …

Deep Reinforcement Learning Enhanced Rate-Splitting Multiple Access for Interference Mitigation

ON Irkicatal, ET Ceran, M Yuksel - arXiv preprint arXiv:2403.05974, 2024 - arxiv.org
This study explores the application of the rate-splitting multiple access (RSMA) technique,
vital for interference mitigation in modern communication systems. It investigates the use of …

Data-driven Integrated Sensing and Communication: Recent Advances, Challenges, and Future Prospects

H Salem, MD Quamar, A Mansoor, M Elrashidy… - arXiv preprint arXiv …, 2023 - arxiv.org
Integrated Sensing and Communication (ISAC), combined with data-driven approaches, has
emerged as a highly significant field, garnering considerable attention from academia and …

Distributed resource management in downlink cache-enabled multi-cloud radio access networks

RJ Reifert, AA Ahmad, H Dahrouj… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
A compound of several clouds, jointly managing large-scale inter-cloud and intra-cloud
interference, promises to be a practical solution to account for the ambitious premises of …