13 citations · 36 across the 9 of their papers we have counts for
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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…