Comprehensive review on ML-based RIS-enhanced IoT systems: basics, research progress and future challenges

SK Das, F Benkhelifa, Y Sun, H Abumarshoud… - Computer Networks, 2023 - Elsevier
Sixth generation (6G) internet of things (IoT) networks will modernize the applications and
satisfy user demands through implementing smart and automated systems. Intelligence …

Deep learning support for intelligent transportation systems

J Guerrero‐Ibañez… - Transactions on …, 2021 - Wiley Online Library
Abstract Intelligent Transportation Systems (ITS) help improve the ever‐increasing vehicular
flow and traffic efficiency in urban traffic to reduce the number of accidents. The generation …

From 5G to 6G technology: meets energy, internet-of-things and machine learning: a survey

MN Mahdi, AR Ahmad, QS Qassim, H Natiq… - Applied Sciences, 2021 - mdpi.com
Due to the rapid development of the fifth-generation (5G) applications, and increased
demand for even faster communication networks, we expected to witness the birth of a new …

Leveraging machine-learning for D2D communications in 5G/beyond 5G networks

S Hashima, BM ElHalawany, K Hatano, K Wu… - Electronics, 2021 - mdpi.com
Device-to-device (D2D) communication is a promising paradigm for the fifth generation (5G)
and beyond 5G (B5G) networks. Although D2D communication provides several benefits …

Role of device identification and manufacturer usage description in iot security: A survey

N Mazhar, R Salleh, M Zeeshan, MM Hameed - IEEE Access, 2021 - ieeexplore.ieee.org
This paper presents an overview of device identification techniques and the Manufacturer
Usage Description (MUD) standard used for the Internet of things to reduce the IoT attack …

Reinforcement learning-enabled intelligent device-to-device (I-D2D) communication in narrowband Internet of Things (NB-IoT)

A Nauman, MA Jamshed, R Ali, K Cengiz… - Computer …, 2021 - Elsevier
Abstract The 5 th Generation (5G) and Beyond 5G (B5G) are expected to be the enabling
technologies for Internet-of-Everything (IoE). The quality-of-service (QoS) for IoE in the …

Power control scheme for device‐to‐device communication using uplink channel in 5G mm‐Wave network

SS Sarma, P Khuntia, R Hazra - Transactions on Emerging …, 2022 - Wiley Online Library
Mm‐Wave communication ushers next‐gen communication to new heights guaranteeing
higher speed and throughput. Enabling device‐to‐device (D2D) communication in next‐gen …

Distributed pricing‐based resource allocation for dense device‐to‐device communications in beyond 5G networks

MH Bahonar, MJ Omidi - Transactions on Emerging …, 2021 - Wiley Online Library
Considering the dramatic increase of data rate demand in beyond fifth generation (5G)
networks due to the numerous transmitting nodes, dense device‐to‐device (D2D) …

Power and delay optimization based uplink resource allocation for wireless networks with device-to-device communications

MVG Ferreira, FHT Vieira, ÁA Cardoso - Computer Communications, 2022 - Elsevier
In this paper, the resource allocation problem for all devices is investigated in a multi-
sharing uplink scenario of mmWave cyclic prefix-orthogonal frequency division multiplexing …

AI empowered 6G technologies and network layers: Recent trends, opportunities, and challenges

HU Rashid, SH Jeong - Expert Systems with Applications, 2024 - Elsevier
The exponential surge in demand for wireless connectivity has propelled the widespread
deployment of 5G communication networks, catalyzing a transformative paradigm shift in …