92 citations
- Jožef Stefan InstituteSI4 papers
- Jožef Stefan International Postgraduate SchoolSI4 papers
- University of YorkGB3 papers
- Ankara UniversityTR2 papers
- King Saud UniversitySA2 papers
- Gaziantep UniversityTR1 paper
- Gebze Technical UniversityTR1 paper
- Indiana UniversityUS1 paper
- University of LjubljanaSI1 paper
- Zonguldak Bülent Ecevit UniversityTR1 paper
Showing cs.NIShow all
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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…
cs.NI2018★ 92 cited
Machine Learning for Wireless Link Quality Estimation: A Survey
Gregor Cerar, Halil Yetgin, Mihael Mohorčič +1
Since the emergence of wireless communication networks, a plethora of research papers focus their attention on the quality aspects of wireless links. The analysis of the rich body…