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cs.IT2025
Machine Learning for Future Wireless Communications: Channel Prediction Perspectives
Hwanjin Kim, Junil Choi, David J. Love
Precise channel state knowledge is crucial in future wireless communication systems, which drives the need for accurate channel prediction without additional pilot overhead. While…
cs.IT2025
Meta-Learning-Based People Counting and Localization Models Employing CSI from Commodity WiFi NICs
Jihoon Cha, Hwanjin Kim, Junil Choi
In this paper, we consider people counting and localization systems exploiting channel state information (CSI) measured from commodity WiFi network interface cards (NICs). While CS…