8 citations · 11 across the 2 of their papers we have counts for
4 papers
Data-Driven Spectrum Access Technologies for 6G
Foad Sohrabi, Harish Viswanathan, Sivarama Venkatesan +4
The surge in global mobile traffic, driven by 5G adoption and emerging applications, necessitates new spectrum allocations for 6G systems. With most major swaths of spectrum below…
Adaptive Compression of Massive MIMO Channel State Information with Deep Learning
Faris B. Mismar, Aliye Özge Kaya
This paper proposes the use of deep autoencoders to compress the channel information in a \review{massive} multiple input and multiple output (MIMO) system. Although autoencoders p…
Uncoordinated Interference Avoidance Between Terrestrial and Non-Terrestrial Communications
Faris B. Mismar, Aliye Ozge Kaya
This paper proposes an algorithm that uses geospatial analytics and the muting of physical resources in next-generation base stations (BSs) to avoid interference between cellular (…
Deep Learning for Multi-User Proactive Beam Handoff: A 6G Application
Faris B. Mismar, Alperen Gundogan, Aliye Ozge Kaya +1
This paper demonstrates the use of deep learning and time series data generated from user equipment (UE) beam measurements and positions collected by the base station (BS) to enabl…