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eess.SP2023
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…
eess.SP2020★ 82 cited
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★ 3 cited
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…