Distributed DRL-based downlink power allocation for hybrid RF/VLC networks
Hybrid radio frequency (RF) and visible light communication (VLC) networks can provide
high throughput and energy efficiency with VLC access points (APs) while ensuring …
high throughput and energy efficiency with VLC access points (APs) while ensuring …
DQN-based multi-user power allocation for hybrid RF/VLC networks
In this paper, a Deep Q-Network (DQN) based multi-agent multi-user power allocation
algorithm is proposed for hybrid networks composed of radio frequency (RF) and visible light …
algorithm is proposed for hybrid networks composed of radio frequency (RF) and visible light …
Deep Q-network learning based downlink resource allocation for hybrid RF/VLC systems
Developing high data rate systems to meet the requirements of fifth generation mobile
systems has become crucial. Hybrid radio frequency/visible light communication (RF/VLC) …
systems has become crucial. Hybrid radio frequency/visible light communication (RF/VLC) …
Adaptive network resource optimization for heterogeneous VLC/RF wireless networks
W Wu, F Zhou, Q Yang - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Deploying a radio frequency (RF) access point (AP) to the visible light communication (VLC)
system is a promising strategy to overcome the VLC's limitations, such as limited coverage …
system is a promising strategy to overcome the VLC's limitations, such as limited coverage …
Intelligent resource allocations for IRS-assisted OFDM communications: a hybrid MDQN-DDPG approach
In this paper, we study the resource allocation problem for an intelligent reflecting surface
(IRS)-assisted OFDM system. The system sum rate maximization framework is formulated by …
(IRS)-assisted OFDM system. The system sum rate maximization framework is formulated by …
Q-learning based two-timescale power allocation for multi-homing hybrid RF/VLC networks
This letter investigates hybrid networks composed of a radio frequency (RF) access point
(AP) and multiple visible light communication (VLC) APs. We consider mobile multi-homing …
(AP) and multiple visible light communication (VLC) APs. We consider mobile multi-homing …
VLC and D2D heterogeneous network optimization: A reinforcement learning approach based on equilibrium problems with equilibrium constraints
N Raveendran, H Zhang, D Niyato… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The radio frequency spectrum crunch has triggered the harnessing of other sources of
bandwidth, for which visible light is a promising candidate. Even though visible light …
bandwidth, for which visible light is a promising candidate. Even though visible light …
Optimal WDM power allocation via deep learning for radio on free space optics systems
Radio on Free Space Optics (RoFSO), as a universal platform for heterogeneous wireless
services, is able to transmit multiple radio frequency signals at high rates in free space …
services, is able to transmit multiple radio frequency signals at high rates in free space …
Coalitional games based resource allocation for D2D uplink underlaying hybrid VLC-RF networks
S Huang, G Chuai, W Gao - 2022 IEEE Wireless …, 2022 - ieeexplore.ieee.org
Device-to-Device (D2D) communication combining visible light communication (VLC) with
radio frequency (RF) is a promising paradigm for future high-speed indoor wireless …
radio frequency (RF) is a promising paradigm for future high-speed indoor wireless …
Resource allocation for joint energy and spectral efficiency in cloud radio access network based on deep reinforcement learning
The rapid increase of user data traffic demand has promoted the telecommunication sector
toward adopting a new generation, that is, fifth‐generation (5G). Cloud radio access network …
toward adopting a new generation, that is, fifth‐generation (5G). Cloud radio access network …