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 …

[PDF][PDF] A QoS-based channel allocation and power control algorithm for device-to-device communication underlaying cellular networks

Y Baozhou, Z Qi - Journal of Communications, 2016 - jocm.us
In device-to-device (D2D) communication system, rational resource allocation can effectively
reduce the interference between cellular users and D2D users. In this paper, based on the …

[PDF][PDF] Resource allocation and power control policy for device-to-device communication using multi-agent reinforcement learning

Y Wei, Y Qu, M Zhao, L Zhang… - Comput. Mater. Continua, 2020 - cdn.techscience.cn
Device-to-Device (D2D) communication is a promising technology that can reduce the
burden on cellular networks while increasing network capacity. In this paper, we focus on …

[HTML][HTML] Throughput-aware cooperative reinforcement learning for adaptive resource allocation in device-to-device communication

MI Khan, MM Alam, YL Moullec, E Yaacoub - Future Internet, 2017 - mdpi.com
Device-to-device (D2D) communication is an essential feature for the future cellular
networks as it increases spectrum efficiency by reusing resources between cellular and D2D …

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 …

Mode selection and resource allocation in device-to-device communications with user arrivals and departures

L Lei, Q Hao, Z Zhong - IEEE Access, 2016 - ieeexplore.ieee.org
The pervasive increasing mobile devices and explosively increasing data traffic pose
imminent challenges on wireless network design. Device-to-device (D2D) communication is …

Deep learning-based resource allocation for device-to-device communication

W Lee, R Schober - IEEE Transactions on Wireless …, 2022 - ieeexplore.ieee.org
In this paper, a deep learning (DL) framework for the optimization of the resource allocation
in multi-channel cellular systems with device-to-device (D2D) communication is proposed …

QoS-aware mode selection and resource allocation scheme for device-to-device (D2D) communication in cellular networks

S Wen, X Zhu, X Zhang, D Yang - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
In the cellular network, Device-to-Device (D2D) communication is considered to be a
promising resource reuse strategy, which can enable local service opportunities and reduce …

QoS-based resource allocation scheme for Device-to-Device (D2D) communication underlaying cellular network in uplink

Q Chen, S Zhao, S Shao - 2013 IEEE International Conference …, 2013 - ieeexplore.ieee.org
Device-to-Device (D2D) communication underlaying cellular network is a promising
technique of local service to improve the system capacity and spectral efficiency. While …