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...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Dai, Z, He, Y, Tran, V, Trigoni, N, Markham, A
Формат: Journal article
Хэл сонгох:English
Хэвлэсэн: IEEE 2022