168 citations · 465 across the 23 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
eess.SP2018★ 13 cited
Cascade-Net: a New Deep Learning Architecture for OFDM Detection
Qisheng Huang, Chunming Zhao, Ming Jiang +2
In this paper, we consider using deep neural network for OFDM symbol detection and demonstrate its performance advantages in combating large Doppler Shift. In particular, a new arc…
cs.LG2018
A Neural Network Aided Approach for LDPC Coded DCO-OFDM with Clipping Distortion
Yuan He, Ming Jiang, Chunming Zhao
In this paper, a neural network-aided bit-interleaved coded modulation (NN-BICM) receiver is designed to mitigate the nonlinear clipping distortion in the LDPC coded direct current…
cs.IT2018★ 92 cited
Hybrid Precoding Architecture for Massive Multiuser MIMO with Dissipation: Sub-Connected or Fully-Connected Structures?
Jingbo Du, Wei Xu, Hong Shen +2
In this paper, we study the hybrid precoding structures over limited feedback channels for massive multiuser multiple-input multiple-output (MIMO) systems. We focus on the system p…