139 citations · 851 across the 124 of their papers we have counts for
7 papers · 1 filter
Deep Learning Based Power Control for Quality-Driven Wireless Video Transmissions
Chuang Ye, M. Cenk Gursoy, Senem Velipasalar
In this paper, wireless video transmission to multiple users under total transmission power and minimum required video quality constraints is studied. In order to provide the desir…
Actor-Critic Deep Reinforcement Learning for Dynamic Multichannel Access
Chen Zhong, Ziyang Lu, M. Cenk Gursoy +1
We consider the dynamic multichannel access problem, which can be formulated as a partially observable Markov decision process (POMDP). We first propose a model-free actor-critic d…
Learning-Based Delay-Aware Caching in Wireless D2D Caching Networks
Yi Li, Chen Zhong, M. Cenk Gursoy +1
Recently, wireless caching techniques have been studied to satisfy lower delay requirements and offload traffic from peak periods. By storing parts of the popular files at the mobi…
NOMA-based Energy-Efficient Wireless Powered Communications
Tewodros A. Zewde, M. Cenk Gursoy
In this paper, we study the performance of non-orthogonal multiple access (NOMA) schemes in wireless powered communication networks (WPCN) focusing on the system energy efficiency…
Downlink Analysis in Unmanned Aerial Vehicle (UAV) Assisted Cellular Networks with Clustered Users
Esma Turgut, Mustafa Cenk Gursoy
The use of unmanned aerial vehicles (UAVs) operating as aerial base stations (BSs) has emerged as a promising solution especially in scenarios requiring rapid deployments (e.g., in…
Optimal Power Control for Fading Channels with Arbitrary Input Distributions and Delay-Sensitive Traffic
Gozde Ozcan, M. Cenk Gursoy
This paper presents the optimal power control policies maximizing the effective capacity achieved with arbitrary input distributions subject to an average power constraint and qual…