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Learning to Fairly Classify the Quality of Wireless Links
(Ieee, 2021)
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 class of models, most suitable metrics and ...
Machine Learning for Wireless Link Quality Estimation: A Survey
(Ieee-Inst Electrıcal Electronıcs Engıneers Inc, 2021)
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 of existing literature on link quality ...
On Designing a Machine Learning Based Wireless Link Quality Classifier
(Ieee, 2020)
Ensuring a reliable communication in wireless networks strictly depends on the effective estimation of the link quality, which is particularly challenging when propagation environment for radio signals significantly varies. ...
Learning to Detect Anomalous Wireless Links in IoT Networks
(Ieee-Inst Electrıcal Electronıcs Engıneers Inc, 2020)
After decades of research, Internet of Things (IoT) is finally permeating real-life and helps improve the efficiency of infrastructures and processes as well as our health. As massive number of IoT devices are deployed, ...