An overview on the application of graph neural networks in wireless networks

S He, S Xiong, Y Ou, J Zhang, J Wang… - IEEE Open Journal …, 2021 - ieeexplore.ieee.org
In recent years, with the rapid enhancement of computing power, deep learning methods
have been widely applied in wireless networks and achieved impressive performance. To …

Spectrum options and allocations for 6G: A regulatory and standardization review

WK Alsaedi, H Ahmadi, Z Khan… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
The upcoming sixth generation (6G) mobile communication system is expected to operate
across a wide range of spectrum that includes not only the bands used by previous …

Machine learning for millimeter wave and terahertz beam management: A survey and open challenges

MQ Khan, A Gaber, P Schulz, G Fettweis - IEEE Access, 2023 - ieeexplore.ieee.org
Next-generation wireless communication networks will benefit from beamforming gain to
utilize higher bandwidths at millimeter wave (mmWave) and terahertz (THz) bands. For high …

Toward resilient network slicing for satellite–terrestrial edge computing IoT

HH Esmat, B Lorenzo, W Shi - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Satellite–terrestrial edge computing networks (STECNs) emerged as a global solution to
support multiple Internet of Things (IoT) applications in 6G networks. The enabling …

Initial access & beam alignment for mmWave and terahertz communications

W Attaoui, K Bouraqia, E Sabir - IEEE Access, 2022 - ieeexplore.ieee.org
The initial access in Millimeter wave (mmWave) 5G communications is very challenging and
time consuming. In general, mmWave and terahertz communications require the use of …

A Survey of mmWave Radar-Based Sensing in Autonomous Vehicles, Smart Homes and Industry

H Kong, C Huang, J Yu, X Shen - … Communications Surveys & …, 2024 - ieeexplore.ieee.org
Sensing technology plays a crucial role in bridging the physical and digital worlds. By
transforming a multitude of physical phenomena into digital data, it significantly enhances …

Single-versus multicarrier terahertz-band communications: A comparative study

S Tarboush, H Sarieddeen, MS Alouini… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
The prospects of utilizing single-carrier (SC) and multi-carrier (MC) waveforms in future
terahertz (THz)-band communication systems remain unresolved. On the one hand, the …

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

MS Akbar, Z Hussain, QZ Sheng… - arXiv preprint arXiv …, 2022 - arxiv.org
The fifth-generation (5G) network is likely to bring in high data rates, more reliability, and low
delays for mobile, personal and local area networks. Alongside the rapid growth of smart …

A systematic analysis of power saving techniques for wireless network-on-chip architectures

F Yazdanpanah, R Afsharmazayejani - Journal of Systems Architecture, 2022 - Elsevier
Wireless network-on-chip (WNoC, aka WiNoC) architectures, as an emerging and viable
alternative approach, overcome the communication constraints and drawbacks of network …

Outage analysis of millimeter wave RSMA systems

H Lei, S Zhou, KH Park, IS Ansari… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Millimeter-wave (mmWave) communication has attracted considerable attention from
academia and industry, providing multi-gigabits per second rates due to the substantial …