Reinforcement learning based adaptive resource allocation for wireless powered communication systems

JM Kang - IEEE Communications Letters, 2020 - ieeexplore.ieee.org
Wireless powered communication (WPC) is one of the promising techniques for future
energy-constrained wireless networks. In this letter, we consider a WPC system composed …

Deep reinforcement learning optimal transmission policy for communication systems with energy harvesting and adaptive MQAM

M Li, X Zhao, H Liang, F Hu - IEEE Transactions on Vehicular …, 2019 - ieeexplore.ieee.org
In this paper, we study an optimal transmission problem in a point-to-point wireless
communication system with energy harvesting and limited battery at its transmitter …

Wireless powered communications with initial energy: QoS guaranteed energy-efficient resource allocation

Q Wu, W Chen, J Li - IEEE Communications Letters, 2015 - ieeexplore.ieee.org
This letter considers a wireless powered communication network (WPCN) where users first
harvest energy in the downlink (DL) and then use the energy to transmit information signals …

Robust resource allocation for MIMO wireless powered communication networks based on a non-linear EH model

E Boshkovska, DWK Ng, N Zlatanov… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
In this paper, we consider a multiple-input multiple-output wireless powered communication
network, where multiple users harvest energy from a dedicated power station in order to be …

[HTML][HTML] Exploiting a deep neural network for efficient transmit power minimization in a wireless powered communication network

I Hameed, PV Tuan, I Koo - Applied Sciences, 2020 - mdpi.com
In this paper, we propose a learning-based solution for resource allocation in a wireless
powered communication network (WPCN). We provide a study and analysis of a deep …

Optimal resource allocation in wireless powered communication networks with user cooperation

X Di, K Xiong, P Fan, HC Yang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper investigates the optimal resource allocation in wireless powered communication
network with user cooperation, where two single-antenna users first harvest energy from the …

Power–delay tradeoff in wireless powered communication networks

J Yang, Q Yang, KS Kwak… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In this paper, we investigate the power-delay tradeoff for the newly emerging wireless
powered communication networks, in which wireless powered devices (WPDs) harvest …

Multiplexing eMBB and URLLC in wireless powered communication networks: A deep reinforcement learning-based approach

X Jiang, K Liang, X Chu, C Li… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
This letter investigates the multiplexing of enhanced mobile broadband (eMBB) and ultra-
reliable low-latency communications (URLLC) services in a wireless powered …

Buffer-aided adaptive wireless powered communication network with finite energy storage and data buffer

X Lan, Q Chen, L Cai, L Fan - IEEE Transactions on Wireless …, 2019 - ieeexplore.ieee.org
In this paper, the access point (AP) in a wireless network is assumed to provide energy
supply via wireless energy transfer to multiple terminals in the downlink, and all the …

On buffer-constrained throughput of a wireless-powered communication system

Z Li, Y Jiang, Y Gao, L Sang… - IEEE Journal on Selected …, 2018 - ieeexplore.ieee.org
In this paper, the buffer-constrained throughput performance of a multi-user wireless-
powered communication (WPC) system is investigated, where energy harvesting follows a …