DeepAoANet: Learning angle of arrival from software defined radios with deep neural networks

Direction finding and positioning systems based on RF signals are significantly impacted by multipath propagation, particularly in indoor environments. Existing algorithms (e.g MUSIC) perform poorly in resolving Angle of Arrival (AoA) in the presence of multipath or when operating in a weak signal r...

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מידע ביבליוגרפי
Main Authors: Dai, Z, He, Y, Tran, V, Trigoni, N, Markham, A
פורמט: Journal article
שפה:English
יצא לאור: IEEE 2022