Search Results for author: Burak Soner

Found 3 papers, 1 papers with code

Vehicular Visible Light Positioning for Collision Avoidance and Platooning: A Survey

1 code implementation19 Oct 2020 Burak Soner, Merve Karakas, Utku Noyan, Furkan Sahbaz, Sinem Coleri

Our results show that VLP methods can indeed satisfy the accuracy and rate requirements for localization in collision avoidance and platooning applications.

Autonomous Driving

Vehicular Networks for Combating a Worldwide Pandemic: Preventing the Spread of COVID-19

no code implementations15 Oct 2020 Ahmet M. Elbir, Gokhan Gurbilek, Burak Soner, Anastasios K. Papazafeiropoulos, Pandelis Kourtessis, Sinem Coleri

As a worldwide pandemic, the coronavirus disease-19 (COVID-19) has caused serious restrictions in people's social life, along with the loss of lives, the collapse of economies and the disruption of humanitarian aids.


Federated Learning in Vehicular Networks

no code implementations2 Jun 2020 Ahmet M. Elbir, Burak Soner, Sinem Coleri, Deniz Gunduz, Mehdi Bennis

Machine learning (ML) has recently been adopted in vehicular networks for applications such as autonomous driving, road safety prediction and vehicular object detection, due to its model-free characteristic, allowing adaptive fast response.

Autonomous Driving Federated Learning +3

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