activity
20182021
most citedLearning to Minimize Age of Information over an Unreliable Channel with Energy Harvesting

11 citations · 11 across the 3 of their papers we have counts for

collaborators

5 papers

cs.IT202111 cited

Learning to Minimize Age of Information over an Unreliable Channel with Energy Harvesting

Elif Tugce Ceran, Deniz Gunduz, Andras Gyorgy

The time average expected age of information (AoI) is studied for status updates sent over an error-prone channel from an energy-harvesting transmitter with a finite-capacity batte…

cs.IT2021

A Reinforcement Learning Approach to Age of Information in Multi-User Networks with HARQ

Elif Tugce Ceran, Deniz Gunduz, Andras Gyorgy

Scheduling the transmission of time-sensitive information from a source node to multiple users over error-prone communication channels is studied with the goal of minimizing the lo…

eess.SP2019

Reinforcement Learning to Minimize Age of Information with an Energy Harvesting Sensor with HARQ and Sensing Cost

Elif Tuğçe Ceran, Deniz Gündüz, András György

The time average expected age of information (AoI) is studied for status updates sent from an energy-harvesting transmitter with a finite-capacity battery. The optimal scheduling p…

cs.LG2018

A Reinforcement Learning Approach to Age of Information in Multi-User Networks

Elif Tuğçe Ceran, Deniz Gündüz, András György

Scheduling the transmission of time-sensitive data to multiple users over error-prone communication channels is studied with the goal of minimizing the long-term average age of inf…

cs.NI2018

Kalman Prediction Based Proportional Fair Resource Allocation for a Solar Powered Wireless Downlink

Neyre Tekbiyik-Ersoy, Elif T. Ceran, Kemal Leblebicioglu +2

Optimization of a Wireless Sensor Network (WSN) downlink with an energy harvesting transmitter (base station) is considered. The base station (BS), which is attached to the central…