45 citations · 45 across the 1 of their papers we have counts for
2 papers
cs.IT2018
Deep Learning-based CSI Feedback Approach for Time-varying Massive MIMO Channels
Tianqi Wang, Chao-Kai Wen, Shi Jin +1
Massive multiple-input multiple-output (MIMO) systems rely on channel state information (CSI) feedback to perform precoding and achieve performance gain in frequency division duple…
cs.IT2017★ 45 cited
Deep Learning for Wireless Physical Layer: Opportunities and Challenges
Tianqi Wang, Chao-Kai Wen, Hanqing Wang +3
Machine learning (ML) has been widely applied to the upper layers of wireless communication systems for various purposes, such as deployment of cognitive radio and communication ne…