2 papers
eess.SP2020
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…
eess.SP2019
To Learn or Not to Learn: Deep Learning Assisted Wireless Modem Design
S. Xue, A. Li, J. Wang +4
Deep learning is driving a radical paradigm shift in wireless communications, all the way from the application layer down to the physical layer. Despite this, there is an ongoing d…