Search Results for author: Burak Soner

Found 4 papers, 2 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

Recently, positioning based on visible light communication signals from vehicle head/tail LED lights (VLP) has shown significant promise as a complementary method attaining cm-level accuracy and near-kHz rate in realistic driving scenarios.

Autonomous Driving Collision Avoidance

Statistical Analysis of Geometric Algorithms in Vehicular Visible Light Positioning

1 code implementation21 Aug 2023 Burak Soner, Sinem Coleri

Vehicular visible light positioning (VLP) methods find relative locations of vehicles by estimating the positions of intensity-modulated head/tail lights of one vehicle (target) with respect to another (ego).

Position

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

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.

Humanitarian

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