Power control based on deep reinforcement learning for spectrum sharing

H Zhang, N Yang, W Huangfu, K Long… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… to adjust its own power. The PU allocates transmit power relying on its power control scheme…
We propose an asynchronous advantage actor critic (A3C)-based power control of SU that …

Multi-objective evolutionary optimization for spectrum allocation and power control in vehicular communications

Z Chai, J Ren - Wireless Personal Communications, 2023 - Springer
… the spectrum allocation and power control problems of Device-… problem to realize spectrum
allocation and power control. To … Power consumption efficiency is then considered to control

Radio resource allocation and power control scheme in V2V communications network

Y Hou, X Wu, X Tang, X Qin, M Zhou - IEEE Access, 2021 - ieeexplore.ieee.org
… In this paper, spectrum resource allocation and power control scheme is studied. Firstly,
the problem of resource block (RB) sharing is considered. Assuming that each V2V link …

Optimal coordination of electric vehicles for virtual power plants with dynamic communication spectrum allocation

B Zhou, K Zhang, KW Chan, C Li, X Lu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… An interactive approach is presented for combined optimization of dynamic spectrum allocation
and EV scheduling in the VPP to coordinate charging/discharging strategies of massive …

Joint power control and passive beamforming in IRS-assisted spectrum sharing

X Guan, Q Wu, R Zhang - IEEE Communications Letters, 2020 - ieeexplore.ieee.org
… This thus motivates the current work to investigate the joint ST power control and IRS
reflection optimization in an IRS-assisted CR communication system shown in Fig. 1. We aim to …

Deep reinforcement learning-based spectrum allocation in integrated access and backhaul networks

W Lei, Y Ye, M Xiao - IEEE Transactions on Cognitive …, 2020 - ieeexplore.ieee.org
… will study the spectrum allocation problem in the IAB architecture. To the best of our knowledge,
we may be the first to investigate practical DRL-based spectrum allocation framework in …

Joint Channel Allocation and Power Control Based on Long Short‐Term Memory Deep Q Network in Cognitive Radio Networks

Z Ye, Y Wang, P Wan - Complexity, 2020 - Wiley Online Library
… problem of channel allocation and power control for spectrum resource management, this
… channel allocation and power control algorithm, which helps to achieve spectrum utilization …

Uplink fractional power control and downlink power allocation for cell-free networks

R Nikbakht, R Mosayebi… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
… was devised in the form of fractional power control, variants of which have been adopted by
power control formulation for the cell-free uplink and, subsequently, a dual power allocation

A deep reinforcement learning framework for spectrum management in dynamic spectrum access

H Song, L Liu, J Ashdown, Y Yi - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… for spectrum access in DSA networks, where power allocation is not considered in [18] and
[19]. In this article, we apply deep RL in both spectrum access and power allocation of DSA …

Joint optimization of handover control and power allocation based on multi-agent deep reinforcement learning

D Guo, L Tang, X Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… study the handover (HO) and power allocation problem in a two-tier … We establish an HO
management and power allocation … u = PS, and NS is the noise power spectral density of SBSs. …