AI-driven aeronautical ad hoc networks for 6G wireless: Challenges, opportunities, and the road ahead

T Bilen, B Canberk, V Sharma, M Fahim, TQ Duong - Sensors, 2022 - mdpi.com
Aeronautical ad hoc network (AANET) has been considered a promising candidate to
complete the vision of “Internet in the sky” by supporting high-speed broadband connections …

Bridging the digital divide

M Matracia, AU Rahman, R Wang, MA Kishk… - Fundamentals of 6G …, 2023 - Springer
Digital divide refers to the gap between populations at different socioeconomic levels with
respect to their access to the Internet and communication technologies in general. In this …

AI-enabled cluster head selection through modified density based clustering in Aeronautical Ad Hoc Networks

M Shahbazi, M Simsek, B Kantarci - Ad Hoc Networks, 2023 - Elsevier
Offering in-flight connectivity has emerged as an essential demand for everyday flights. Such
aircraft's high speed and dynamic characteristics make this task challenging, particularly in …

Digital twin evolution for hard-to-follow aeronautical ad-hoc networks in beyond 5g

T Bilen, B Canberk, TQ Duong - IEEE Communications …, 2023 - ieeexplore.ieee.org
The aircrafts were top of the places that disrupted the seamless connectivity requirement of
5G and beyond. The Aeronautical Ad-hoc Networks (AANETs) take the attention of both …

Q-learning driven routing for aeronautical ad-hoc networks

T Bilen, B Canberk - Pervasive and Mobile Computing, 2022 - Elsevier
The aeronautical ad-hoc network (AANET) is one of the critical methodologies to satisfy the
Internet connectivity requirement of airplanes during their flights. However, the ultra-dynamic …

Density-based clustering and performance enhancement of aeronautical ad hoc networks

M Shahbazi, M Simsek… - 2022 International Balkan …, 2022 - ieeexplore.ieee.org
In-Flight Entertainment and Connectivity (IFEC) is becoming a key trend and an essential
need. A grand challenge is to provide in-flight connectivity in high altitudes, and particularly …

A proof of concept on digital twin-controlled wifi core network selection for in-flight connectivity

T Bilen, E Ak, B Bal, B Canberk - IEEE Communications …, 2022 - ieeexplore.ieee.org
The in-flight connectivity (IFC) turns to a crucial need from luxury with technological
advances. The WiFi-enabled IFC (W-IFC) meets most of this need by deploying access …

Work-in-Progress: Merkle Tree-Based Secure Routing for Digital Twin-Assisted Aircraft Network in 6G Wireless

T Bilen, M Erel-Özçevik, E Bozkaya… - … Black Sea Conference …, 2023 - ieeexplore.ieee.org
Providing Internet access above-the-clouds has made the development of aircraft networks
more important than ever. However, new and emerging Internet applications have increased …

Average Localization Error Prediction for 5G Networks: An Investigation of Different Machine Learning Algorithms

O Altay, M Erel-Özçevik, E Varol Altay… - Wireless Personal …, 2024 - Springer
In the realm of today's networking technologies, user localization has been a formidable
challenge for recent applications. There are different approaches in pursuit of heightened …

Content Delivery From the Sky: Drone-Aided Load Balancing for Mobile-CDN

T Bilen, B Canberk - EAI Endorsed Transactions on Industrial Networks …, 2022 - eudl.eu
Abstract The Base Station based Mobile-CDN architecture redirects the content request of
mobile users to other base stations during storage misses. These request redirections …