3 papers
cs.IT2022
Data-Driven Compressed Sensing for Massive Wireless Access
Yanna Bai, Wei Chen, Feifei Sun +2
The central challenge in massive machine-type communications (mMTC) is to connect a large number of uncoordinated devices through a limited spectrum. The typical mMTC communication…
eess.SP2020
Deep Learning Methods for Solving Linear Inverse Problems: Research Directions and Paradigms
Yanna Bai, Wei Chen, Jie Chen +1
The linear inverse problem is fundamental to the development of various scientific areas. Innumerable attempts have been carried out to solve different variants of the linear inver…
eess.SP2018
Deep Learning Based Fast Multiuser Detection for Massive Machine-Type Communication
Yanna Bai, Bo Ai, Wei Chen
Massive machine-type communication (MTC) with sporadically transmitted small packets and low data rate requires new designs on the PHY and MAC layer with light transmission overhea…