output
20142023
most citedMachine Learning for Wireless Link Quality Estimation: A Survey

92 citations

13 papers

physics.optics2023★ 5 cited

Direct Observation of the Faraday Rotation Using Radially-Polarized Twisted Light

Fatma Tambag, Koray Koksal, Fikret Yildiz +1

A novel experimental technique for the realisation of the optical Faraday effect using Laguerre- Gaussian (LG) light is described. The experiment employs a zero-order vortex half-w…

physics.optics2022★ 9 cited

Optical properties of radially-polarised twisted light

Koray Köksal, Mohammed Babiker, Vassilis E. Lembessis

We show that, in general, any type of radially-polarised paraxial twisted optical mode carries only an axial total optical angular momentum (AM) …

cond-mat.mes-hall2022

Photo-Induced Image Current

Koray Koksal, Fatih Ahmet Celik

We study the possibility of the generation of the photo-induced image currents at a distance from the surface of nano-sized metal clusters by using time-dependent perturbation theo…

cs.LG2021★ 8 cited

Learning to Fairly Classify the Quality of Wireless Links

Gregor Cerar, Halil Yetgin, Mihael Mohorčič +1

Machine learning (ML) has been used to develop increasingly accurate link quality estimators for wireless networks. However, more in-depth questions regarding the most suitable cla…

cs.NI2020★ 23 cited

Learning to Detect Anomalous Wireless Links in IoT Networks

Gregor Cerar, Halil Yetgin, Blaž Bertalanič +1

After decades of research, the Internet of Things (IoT) is finally permeating real-life and helps improve the efficiency of infrastructures and processes as well as our health. As…

cs.NI2020★ 19 cited

On Designing a Machine Learning Based Wireless Link Quality Classifier

Gregor Cerar, Halil Yetgin, Mihael Mohorčič +1

Ensuring a reliable communication in wireless networks strictly depends on the effective estimation of the link quality, which is particularly challenging when propagation environm…