Joint source-channel coding over additive noise analog channels using mixture of variational autoencoders

YM Saidutta, A Abdi, F Fekri - IEEE Journal on Selected Areas …, 2021 - ieeexplore.ieee.org
In this paper, we present a learning scheme for Joint Source-Channel Coding (JSCC) over
analog independent additive noise channels. We formulate the learning problem by …

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 …

On zero-delay source-channel coding

E Akyol, KB Viswanatha, K Rose… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
This paper studies the zero-delay source-channel coding problem, and specifically the
problem of obtaining the vector transformations that optimally map between the m …

Modulation and Estimation with a Helper

A Khina, N Merhav - IEEE Transactions on Information Theory, 2024 - ieeexplore.ieee.org
The problem of transmitting a parameter value over an additive white Gaussian noise
(AWGN) channel is considered, where, in addition to the transmitter and the receiver, there …

Energy-efficient analog sensing for large-scale and high-density persistent wireless monitoring

V Sadhu, X Zhao, D Pompili - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
The research challenge of current wireless sensor networks (WSNs) is to design energy-
efficient, low-cost, high-accuracy, self-healing, and scalable systems for applications such as …

Zero-delay joint source-channel coding for a bivariate Gaussian on a Gaussian MAC

PA Floor, AN Kim, N Wernersson… - IEEE Transactions …, 2012 - ieeexplore.ieee.org
In this paper, delay-free, low complexity, joint source-channel coding (JSCC) for
transmission of two correlated Gaussian memoryless sources over a Gaussian Multiple …

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 …

Low-complexity near-optimal decoding for analog joint source channel coding using space-filling curves

O Fresnedo, FJ Vázquez-Araújo… - IEEE …, 2013 - ieeexplore.ieee.org
Analog Joint Source-Channel Coding (JSCC) is a communication strategy that does not
follow the separation principle of conventional digital systems but approaches the optimal …

Analog joint source-channel coding for Gaussian sources over AWGN channels with deep learning

Z Xuan, K Narayanan - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
We consider the design of neural network based joint source channel coding (JSCC)
schemes for transmitting an independent and identically distributed (iid) Gaussian source …

Joint source-channel coding for a multivariate gaussian over a gaussian mac using variational domain adaptation

Y Li, X Chen, X Deng - IEEE Transactions on Cognitive …, 2023 - ieeexplore.ieee.org
With the development of the distributed learning and edge computing, servers must often
receive information from multiple terminal devices; thus, the importance of source-channel …