94 citations · 96 across the 3 of their papers we have counts for
6 papers
Multi-Task Learning for Multi-User CSI Feedback
Sharan Mourya, SaiDhiraj Amuru, Kiran Kumar Kuchi
Deep learning-based massive MIMO CSI feedback has received a lot of attention in recent years. Now, there exists a plethora of CSI feedback models mostly based on auto-encoders (AE…
6G White Paper on Machine Learning in Wireless Communication Networks
Samad Ali, Walid Saad, Nandana Rajatheva +24
The focus of this white paper is on machine learning (ML) in wireless communications. 6G wireless communication networks will be the backbone of the digital transformation of socie…
Low PAPR Reference Signal Transceiver Design for 3GPP 5G NR Uplink
M. Sibgath Ali Khan, Sai Dhiraj Amuru, Kiran Kuchi
Low peak-to-average-power ratio (PAPR) transmissions significantly improve the cell coverage as they enable high power transmissions without saturating the power amplifier. A new m…
Beam Learning -- Using Machine Learning for Finding Beam Directions
Saidhiraj Amuru
Beamforming is the key enabler for wireless communications in the mmWave bands. 802.11ad and WiGig are wireless technologies that currently use the 60 GHz unlicensed mmWave spectru…
A Novel Beamformed Control Channel Design for LTE with Full Dimension-MIMO
Pavan Reddy M., Harish Kumar D., Saidhiraj Amuru +1
The Full Dimension-MIMO (FD-MIMO) technology is capable of achieving huge improvements in network throughput with simultaneous connectivity of a large number of mobile wireless dev…
On the Phase Tracking Reference Signal (PT-RS) Design for 5G New Radio (NR)
Yinan Qi, Mythri Hunukumbure, Hyungju Nam +2
The volume of mobile data traffic has been driven to an unprecedented high level due to the proliferation of smartphones/mobile devices that support a wide range of broadband appli…