8 citations · 27 across the 12 of their papers we have counts for
4 papers · 1 filter
Deep Learning Based Near-Orthogonal Superposition Code for Short Message Transmission
Chenghong Bian, Mingyu Yang, Chin-Wei Hsu +1
Massive machine type communication (mMTC) has attracted new coding schemes optimized for reliable short message transmission. In this paper, a novel deep learning based near-orthog…
Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control
Mingyu Yang, Hun-Seok Kim
We present a novel adaptive deep joint source-channel coding (JSCC) scheme for wireless image transmission. The proposed scheme supports multiple rates using a single deep neural n…
OFDM-guided Deep Joint Source Channel Coding for Wireless Multipath Fading Channels
Mingyu Yang, Chenghong Bian, Hun-Seok Kim
We investigate joint source channel coding (JSCC) for wireless image transmission over multipath fading channels. Inspired by recent works on deep learning based JSCC and model-bas…
Deep Joint Source Channel Coding for WirelessImage Transmission with OFDM
Mingyu Yang, Chenghong Bian, Hun-Seok Kim
We present a deep learning based joint source channel coding (JSCC) scheme for wireless image transmission over multipath fading channels with non-linear signal clipping. The propo…