Low-delay analog joint source-channel coding with deep learning

Z Xuan, K Narayanan - IEEE Transactions on Communications, 2022 - ieeexplore.ieee.org
We consider the design of low-delay joint source-channel coding (JSCC) schemes for the
transmission of discrete-time analog sources over noisy channels based on deep neural …

Deep joint source-channel coding for transmission of correlated sources over awgn channels

Z Xuan, K Narayanan - ICC 2021-IEEE International …, 2021 - ieeexplore.ieee.org
We revisit the joint source-channel coding (JSCC) problem of transmitting correlated
sources over the additive white Gaussian noise channel using deep learning methods …

Optimizing Low-Complexity Analog Mappings for Low-Power Sensors with Energy Scheduling Capabilities

BA Mouris, PA Stavrou… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Power consumption is a major challenge for a massive deployment of wireless sensors in
Internet of Things (IoT) networks. This article studies the use of analog joint source-channel …

Analog transmission of correlated sources over BC with distortion balancing

P Suárez-Casal, Ó Fresnedo, L Castedo… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Analog transmission of correlated information over Gaussian broadcast channels (BCs)
using analog joint source-channel coding (JSCC) is addressed. This communication …

Transmission of analog correlated sources over MIMO fading channels

P Suarez-Casal, O Fresnedo, L Castedo… - WSA 2016; 20th …, 2016 - ieeexplore.ieee.org
In this work we address the transmission of correlated Gaussian sources over Multiple Input
Multiple Output fading channels using analog Joint Source Channel Coding (JSCC). The …

[PDF][PDF] Analog Joint Source-Channel Coding with Non-Gaussian Sets of Sensor Samples

R Schroeder, G Brante, EA Hodgson, RD Souza - biblioteca.sbrt.org.br
This work presents an analog joint source-channel coding scheme as an alternative for
machine-type communications that require low latency. We have implemented parametric …