Optimal transmission policy in energy harvesting wireless communications: A learning approach
K Wu, C Tellambura, H Jiang - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
We consider an energy harvesting wireless communication link, where arriving data packets
have different importance values. The wireless transmitter needs to decide whether each …
have different importance values. The wireless transmitter needs to decide whether each …
Rate maximization with reinforcement learning for time-varying energy harvesting broadcast channels
In this paper, we consider a power allocation optimization technique for a time-varying
fading broadcast channel in energy harvesting communication systems, in which a …
fading broadcast channel in energy harvesting communication systems, in which a …
Action-bounding for reinforcement learning in energy harvesting communication systems
In this paper, we consider a power allocation problem for energy harvesting communication
systems, where a transmitter wants to send the desired messages to the receiver with the …
systems, where a transmitter wants to send the desired messages to the receiver with the …
Reinforcement learning for energy harvesting point-to-point communications
A Ortiz, H Al-Shatri, X Li, T Weber… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Energy harvesting point-to-point communications are considered. The transmitter harvests
energy from the environment and stores it in a finite battery. It is assumed that the transmitter …
energy from the environment and stores it in a finite battery. It is assumed that the transmitter …
Channel sensing and communication over a time-correlated channel with an energy harvesting transmitter
An energy harvesting (EH) transmitter communicating over a time-correlated wireless
channel is considered. The transmitter is capable of sensing the current channel state, albeit …
channel is considered. The transmitter is capable of sensing the current channel state, albeit …
Optimal packet scheduling for energy harvesting sources on time varying wireless channels
M Kashef, A Ephremides - Journal of Communications and …, 2012 - ieeexplore.ieee.org
In this paper, we consider a source node that operates over a time varying channel with
energy harvesting capability. The goal of the source is to maximize the average number of …
energy harvesting capability. The goal of the source is to maximize the average number of …
Optimal selective transmission policy for energy-harvesting wireless sensors via monotone neural networks
K Wu, F Li, C Tellambura… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
We investigate the optimal transmission policy for an energy-harvesting wireless sensor
node. The node must decide whether an arrived packet should be transmitted or dropped …
node. The node must decide whether an arrived packet should be transmitted or dropped …
Average throughput maximization for energy harvesting transmitters with causal energy arrival information
We consider an energy harvesting node which transmits data using the energy it harvests
from the environment. In the simple scenario of point-to-point communication, the …
from the environment. In the simple scenario of point-to-point communication, the …
Battery-level-triggered transmit power control for energy harvesting communications
S Tang, X Wang - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
We consider a continuous-time energy harvesting (EH) communication system consisting of
an EH transmitter with random lifetime and a receiver. We assume that neither the fading …
an EH transmitter with random lifetime and a receiver. We assume that neither the fading …
Power scheduling for energy harvesting wireless communications with battery capacity constraint
Power scheduling is an important issue for energy harvesting systems. In this work, we study
the power control policy for minimizing the weighted sum of the outage probabilities under a …
the power control policy for minimizing the weighted sum of the outage probabilities under a …