Transmit power control policies for energy harvesting sensors with retransmissions

A Aprem, CR Murthy, NB Mehta - IEEE Journal of Selected …, 2013 - ieeexplore.ieee.org
This paper addresses the problem of finding outage-optimal power control policies for
wireless energy harvesting sensor (EHS) nodes with automatic repeat request (ARQ)-based …

Deep reinforcement learning resource allocation in wireless sensor networks with energy harvesting and relay

B Zhao, X Zhao - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Green wireless communications have been extensively studied in wireless sensor networks
(WSNs), including the use of new energy, renewable energy, and low-power consumption …

Optimal stochastic power control for energy harvesting systems with delay constraints

I Ahmed, KT Phan, T Le-Ngoc - IEEE Journal on Selected Areas …, 2016 - ieeexplore.ieee.org
This paper studies stochastic power control problems over a fading channel, where the
transmitter randomly harvests renewable energies from environment and stores them in a …

QoS provisioning based resource allocation for energy harvesting systems

RA Loodaricheh, S Mallick… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In this paper, we propose quality-of-service (QoS) based resource allocation (RA) schemes
for energy harvesting (EH) systems. We consider a system model with a single source and …

Bayesian reinforcement learning for energy harvesting communication systems with uncertainty

Y Xiao, Z Han, D Niyato, C Yuen - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
This paper studies energy harvesting communication systems in which a transmitter sends
data packets using the energy harvested from the surrounding natural environment. In many …

Power control in energy harvesting multiple access system with reinforcement learning

M Chu, X Liao, H Li, S Cui - IEEE Internet of Things Journal, 2019 - ieeexplore.ieee.org
The Internet of Things (IoT) application has a crucial need for long-term and self-sustainable
operations. Energy harvesting (EH) technique has attracted great attention in IoT as it may …

[PDF][PDF] Multiple timescale energy scheduling for wireless communication with energy harvesting devices

H Xiao, H Shao, K Yang, F Yang, W Wang - Radioengineering, 2012 - radioeng.cz
The primary challenge in wireless communication with energy harvesting devices is to
efficiently utilize the harvesting energy such that the data packet transmission could be …

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 …

Learning-based joint optimization of transmit power and harvesting time in wireless-powered networks with co-channel interference

K Lee, JR Lee, HH Choi - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
In this paper, we consider a wireless-powered network with co-channel interference where
the transmitters control their transmit power and receivers harvest wireless energy using a …

Near-optimal reinforcement learning framework for energy-aware sensor communications

C Pandana, KJR Liu - IEEE Journal on Selected Areas in …, 2005 - ieeexplore.ieee.org
We consider the problem of average throughput maximization per total consumed energy in
packetized sensor communications. Our study results in a near-optimal transmission …