Lightcode: Light analytical and neural codes for channels with feedback

SK Ankireddy, K Narayanan… - IEEE Journal on Selected …, 2025 - ieeexplore.ieee.org
The design of reliable and efficient codes for channels with feedback remains a
longstanding challenge in communication theory. While significant improvements have been …

Deepcode: Feedback codes via deep learning

H Kim, Y Jiang, S Kannan, S Oh… - Advances in neural …, 2018 - proceedings.neurips.cc
The design of codes for communicating reliably over a statistically well defined channel is an
important endeavor involving deep mathematical research and wide-ranging practical …

Deepcode: Feedback codes via deep learning

H Kim, Y Jiang, S Kannan, S Oh… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
The design of codes for communicating reliably over a statistically well defined channel is an
important endeavor involving deep mathematical research and wide-ranging practical …

All you need is feedback: Communication with block attention feedback codes

E Ozfatura, Y Shao, AG Perotti… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Deep neural network (DNN)-based channel code designs have recently gained interest as
an alternative to conventional coding schemes, particularly for channels in which existing …

Attentioncode: Ultra-reliable feedback codes for short-packet communications

Y Shao, E Ozfatura, AG Perotti… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Ultra-reliable short-packet communication is a major challenge in future wireless networks
with critical applications. To achieve ultra-reliable communications beyond 99.999%, this …

Robust non-linear feedback coding via power-constrained deep learning

J Kim, T Kim, D Love, C Brinton - … Conference on Machine …, 2023 - proceedings.mlr.press
The design of codes for feedback-enabled communications has been a long-standing open
problem. Recent research on non-linear, deep learning-based coding schemes have …

An Efficient Coding Scheme for the MIMO Channel with Noisy Feedback and Its Security Analysis

G **e, D **a, J Wang, K Li - IEEE Transactions on Vehicular …, 2024 - ieeexplore.ieee.org
In this paper, we propose a Schalkwijk-Kailath-type coding scheme for the multiple-input
multiple-output (MIMO) channel with noisy feedback, and derive the corresponding …

Control over Gaussian channels with and without source–channel separation

A Khina, ER Gårding, GM Pettersson… - … on Automatic Control, 2019 - ieeexplore.ieee.org
We consider the problem of controlling an unstable linear plant with Gaussian disturbances
over an additive white Gaussian noise channel with an average transmit power constraint …

DRF codes: Deep SNR-robust feedback codes

MB Mashhadi, D Gunduz, A Perotti… - arxiv preprint arxiv …, 2021 - arxiv.org
We present a new deep-neural-network (DNN) based error correction code for fading
channels with output feedback, called deep SNR-robust feedback (DRF) code. At the …

[HTML][HTML] Finite blocklength approach for the two-user MISO multiple-access channel with noisy feedback and its performance analysis

G **e, R Luo, B Dai - Signal Processing, 2025 - Elsevier
Finite blocklength (FBL) coding is an important way to realize ultra-reliable and low latency
communication (URLLC), which is one of the key requirements in future wireless …