most citedA Lightweight Machine Learning Approach for Delay-Aware Cell-Switching in 6G HAPS Networks

1 citations · 2 across the 6 of their papers we have counts for

collaborators

6 papers

cs.NI2024

Strategic Demand-Planning in Wireless Networks: Can Generative-AI Save Spectrum and Energy?

Berk Çiloğlu, Görkem Berkay Koç, Afsoon Alidadi Shamsabadi +2

Generative-AI (GenAI), a novel technology capable of producing various types of outputs, including text, images, and videos, offers significant potential for wireless communication…

cs.NI2024

Cell Switching in HAPS-Aided Networking: How the Obscurity of Traffic Loads Affects the Decision

Berk Çiloğlu, Görkem Berkay Koç, Metin Ozturk +1

This study aims to introduce the cell load estimation problem of cell switching approaches in cellular networks specially-presented in a high-altitude platform station (HAPS)-assis…

cs.NI2024

Multi-Tier Non-Terrestrial Networking for Disaster Communications: A Layered Clustering Approach

Metin Ozturk, Berk Çiloğlu, Görkem Berkay Koç +1

It is crucial to deploy temporary non-terrestrial networks (NTN) in disaster situations where terrestrial networks are no longer operable. Deploying uncrewed aerial vehicle base st…

cs.NI2024★ 1 cited

A Lightweight Machine Learning Approach for Delay-Aware Cell-Switching in 6G HAPS Networks

Görkem Berkay Koç, Berk Çiloğlu, Metin Ozturk +1

This study investigates the integration of a high altitude platform station (HAPS), a non-terrestrial network (NTN) node, into the cell-switching paradigm for energy saving. By doi…

cs.NI2023

HAPS-Enabled Sustainability Provision in Cellular Networks through Cell-Switching

Görkem Berkay Koç, Berk Çiloğlu, Metin Öztürk +1

There is a consensus in the literature that cell-switching is a viable solution to tackle the draconian increase in the energy consumption of cellular networks. Although the litera…

cs.NI2023★ 1 cited

UAV-based Maritime Communications: Relaying to Enhance the Link Quality

Abdullah Taha Çağan, Görkem Berkay Koç, Handan Yakın +5

Providing a stable connectivity in maritime communications is of utmost importance to unleash the full potential of smart ports. Nonetheless, due to the crowded nature of harbor en…