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eess.SP2022
Simple and Effective Augmentation Methods for CSI Based Indoor Localization
Omer Gokalp Serbetci, Ju-Hyung Lee, Daoud Burghal +1
Indoor localization is a challenging task. Compared to outdoor environments where GPS is dominant, there is no robust and almost-universal approach. Recently, machine learning (ML)…
cs.NI2022
PMNet: Robust Pathloss Map Prediction via Supervised Learning
Ju-Hyung Lee, Omer Gokalp Serbetci, Dheeraj Panneer Selvam +1
Pathloss prediction is an essential component of wireless network planning. While ray tracing based methods have been successfully used for many years, they require significant com…