6G survey on challenges, requirements, applications, key enabling technologies, use cases, AI integration issues and security aspects

MS Akbar, Z Hussain, M Ikram, QZ Sheng… - arXiv preprint arXiv …, 2022 - arxiv.org
Fifth-generation (5G) wireless networks will likely offer high data rates, increased reliability,
and low delay for mobile, personal, and local area networks. Along with the rapid growth of …

On challenges of sixth-generation (6G) wireless networks: A comprehensive survey of requirements, applications, and security issues

MS Akbar, Z Hussain, M Ikram, QZ Sheng… - Journal of Network and …, 2024 - Elsevier
Abstract Fifth-generation (5G) wireless networks are likely to offer high data rates, increased
reliability, and low delay for mobile, personal, and local area networks. Along with the rapid …

User association in a VHetNet with delayed CSI: A deep reinforcement learning approach

H Khoshkbari, S Sharifi… - IEEE Communications …, 2023 - ieeexplore.ieee.org
Non-terrestrial base stations (NTBSs) must be employed for next-generation wireless
networks to provide users with ubiquitous connectivity and a higher data rate. In vertical …

[HTML][HTML] Multi-agent deep reinforcement learning for user association and resource allocation in integrated terrestrial and non-terrestrial networks

DJ Birabwa, D Ramotsoela, N Ventura - Computer Networks, 2023 - Elsevier
Integrating the terrestrial network with non-terrestrial networks to provide radio access as
anticipated in the beyond 5G networks calls for efficient user association and resource …

Intelligent Cloud-Edge Collaborations for Energy-Efficient User Association and Power Allocation in Space-Air-Ground Integrated Networks

Z Wang, L Zhang, D Feng, G Wu… - IEEE Journal on …, 2024 - ieeexplore.ieee.org
In space-air-ground integrated networks (SAGINs), the global energy efficiency (GEE) is a
crucial metric for balancing the network throughput and energy consumption, and the …

Fair resource optimization for cooperative non-terrestrial vehicular networks

AK Dutta, N Alruwais, E Alabdulkreem, N Negm… - Computer Networks, 2024 - Elsevier
Non-terrestrial networks aim to extend wireless communications capabilities beyond
traditional terrestrial infrastructure by utilizing various platforms such as satellites, high …

[HTML][HTML] Optimizing resource allocation for enhanced urban connectivity in LEO-UAV-RIS networks

AA Darem, TM Alkhaldi, AA Alhashmi… - Journal of King Saud …, 2024 - Elsevier
Abstract Sixth-generation (6G) communication advancements target massive connectivity,
ultra-reliable low-latency communication (URLLC), and high data rates, essential for IoT …

Delay Doppler Division Multiple Access Resource Allocation in Aircraft Network

Y Liu, Y Wang, Y Shen - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
Aircraft network has a wide range of applications and plays an important role in various
fields. However, the wide distribution and high dynamic motion of aircraft pose challenges to …

Deep reinforcement learning approach for HAPS user scheduling in massive MIMO communications

S Sharifi, H Khoshkbari, G Kaddoum… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
In this paper, we devise a deep SARSA reinforcement learning (DSRL) user scheduling
algorithm for a base station (BS) that uses a high-altitude platform station (HAPS) as a …

[HTML][HTML] Dimensioning space-air-ground integrated networks for in-flight 6G slice orchestration

L Toka, EA Papp, T Cinkler, I Gódor, L Hévizi - Vehicular Communications, 2025 - Elsevier
In this study, we present an in-depth analysis of communication services for commercial
airline passengers, focusing on the challenges posed by increasing internet traffic demand …