82 citations · 85 across the 4 of their papers we have counts for
4 papers
Deep Learning for Asynchronous Massive Access with Data Frame Length Diversity
Yanna Bai, Wei Chen, Bo Ai +1
Grant-free non-orthogonal multiple access has been regarded as a viable approach to accommodate access for a massive number of machine-type devices with small data packets. The spo…
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…
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…
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…