A comprehensive review on artificial intelligence/machine learning algorithms for empowering the future IoT toward 6G era

MR Mahmood, MA Matin, P Sarigiannidis… - IEEE …, 2022 - ieeexplore.ieee.org
The evolution of the wireless network systems over decades has been providing new
services to the users with the help of innovative network and device technologies. In recent …

NOMA and future 5G & B5G wireless networks: A paradigm

U Ghafoor, M Ali, HZ Khan, AM Siddiqui… - Journal of Network and …, 2022 - Elsevier
For the last few decades, wireless communication has been facing a technological
revolution. High data rate and continuous connectivity are the necessities because the …

Performance optimization for semantic communications: An attention-based reinforcement learning approach

Y Wang, M Chen, T Luo, W Saad… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
In this paper, a semantic communication framework is proposed for textual data
transmission. In the studied model, a base station (BS) extracts the semantic information …

Distributed task offloading and resource purchasing in noma-enabled mobile edge computing: Hierarchical game theoretical approaches

Y Chen, J Zhao, J Hu, S Wan, J Huang - ACM Transactions on …, 2024 - dl.acm.org
As the computing resources and the battery capacity of mobile devices are usually limited, it
is a feasible solution to offload the computation-intensive tasks generated by mobile devices …

A DQN-based frame aggregation and task offloading approach for edge-enabled IoMT

X Yuan, Z Zhang, C Feng, Y Cui, S Garg… - … on Network Science …, 2022 - ieeexplore.ieee.org
The rapid expansion of wearable medical devices and health data of Internet of Medical
Things (IoMT) poses new challenges to the high Quality of Service (QoS) of intelligent health …

Resource allocation for IRS assisted SGF NOMA transmission: A MADRL approach

J Chen, L Guo, J Jia, J Shang… - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) assisted semi-grant-free (SGF) transmission has
been viewed as one of the promising technologies to meet massive connectivity …

Transmit power pool design for grant-free NOMA-IoT networks via deep reinforcement learning

M Fayaz, W Yi, Y Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Grant-free non-orthogonal multiple access (GF-NOMA) is a potential multiple access
framework for short-packet internet-of-things (IoT) networks to enhance connectivity …

Unveiling the potential of NOMA: A journey to next generation multiple access

A Ahmed, W **ngfu, A Hawbani, W Yuan… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
The revolutionary sixth-generation wireless communications technologies and applications,
notably digital twin networks (DTN), connected autonomous vehicles (CAVs), space-air …

From 5G to 6G networks, a survey on AI-Based jamming and interference detection and mitigation

P Lohan, B Kantarci, MA Ferrag… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
Fifth-generation and Beyond (5GB) networks are transformational technologies to
revolutionize future wireless communications in terms of massive connectivity, higher …

Cost-efficient edge caching for noma-enabled iot services

C Ying, X Hua, M Zhuo, C **n… - China Communications, 2024 - ieeexplore.ieee.org
Mobile edge computing (MEC) is a promising paradigm by deploying edge servers (nodes)
with computation and storage capacity close to IoT devices. Content Providers can cache …