Learning‐based resource allocation in D2D communications with QoS and fairness considerations

S Kazemi Rashed, R Shahbazian… - Transactions on …, 2018 - Wiley Online Library
In device‐to‐device (D2D) communications, D2D users establish a direct link by utilizing the
cellular users' spectrum to increase the network spectral efficiency. However, due to the …

Reinforcement learning based distributed resource allocation technique in device-to-device (D2D) communication

S Jayakumar, S Nandakumar - Wireless Networks, 2023 - Springer
Device to Device communication (D2D) is a promising and one of the technologies that is
envisioned to be significant one in the future wireless communication systems. The fifth …

A robust resource allocation scheme for device-to-device communications based on Q-learning

A Amin, X Liu, I Khan, P Uthansakul, M Forsat… - 2020 - qspace.qu.edu.qa
One of the most effective technology for the 5G mobile communications is Device-to-device
(D2D) communication which is also called terminal pass-through technology. It can directly …

Distributed resource allocation for D2D communications underlaying cellular networks in time-varying environment

S Dominic, L Jacob - IEEE Communications Letters, 2017 - ieeexplore.ieee.org
In this letter, we address joint channel and power allocation in a device-to-device (D2D)
network underlaying a cellular network in a time-varying environment. A fully distributed …

[HTML][HTML] Research on channel selection and power control strategy for D2D networks

Z QIAN, C TIAN, X WANG, X WANG - Journal of Electronics, 2019 - jeit.ac.cn
Considering the resource allocation problem for Device-to-Device (D2D) communications, a
channel selection and power control strategy for D2D communications is investigated. On …

Optimal QoS-aware channel assignment in D2D communications with partial CSI

R Wang, J Zhang, SH Song… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In this paper, we propose effective channel assignment algorithms for network utility
maximization in a cellular network with underlaying device-to-device (D2D) …

Joint mode selection and radio resource allocation for D2D communications based on dynamic coalition formation game

J Zhao, KK Chai, Y Chen, J Schormans… - … Wireless 2015; 21th …, 2015 - ieeexplore.ieee.org
Device-to-Device (D2D) communication makes large benefit on users' data rate due to the
proximity between potential D2D transmitters and receivers. However, the data rate is …

Optimizing resource allocation for D2D communications with incomplete CSI

J Xu, D Yang - Wireless Networks, 2024 - Springer
Abstract Device-to-device (D2D) communication is a new technology in cellular networks
which enables direct communications between nearby devices. It could reuse the uplink …

[HTML][HTML] Performance of Q-learning based resource allocation for D2D communications in heterogeneous networks

SH Lee, XP Shi, TH Tan, YL Lee, YF Huang - ICT Express, 2023 - Elsevier
This study investigates energy efficiency issues of device-to-device (D2D) communications
in heterogeneous networks. To minimize the total transmitted power, an approach based on …

A reinforcement learning based joint spectrum allocation and power control algorithm for D2D communication underlaying cellular networks

W Chen, J Zheng - Artificial Intelligence for Communications and Networks …, 2019 - Springer
This paper studies the spectrum allocation and power control (SA-PC) problem in device-to-
device (D2D) communication underlaying a cellular network. A distributed multi-agent …