23 citations · 54 across the 17 of their papers we have counts for
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eess.SP2020
On Deep Learning Solutions for Joint Transmitter and Noncoherent Receiver Design in MU-MIMO Systems
Songyan Xue, Yi Ma, Na Yi +1
This paper aims to handle the joint transmitter and noncoherent receiver design for multiuser multiple-input multiple-output (MU-MIMO) systems through deep learning. Given the deep…
eess.SP2020★ 7 cited
A Modular Neural Network Based Deep Learning Approach for MIMO Signal Detection
Songyan Xue, Yi Ma, Na Yi +1
In this paper, we reveal that artificial neural network (ANN) assisted multiple-input multiple-output (MIMO) signal detection can be modeled as ANN-assisted lossy vector quantizati…