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Joint source-channel coding over additive noise analog channels using mixture of variational autoencoders
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 …
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 …
transmission of discrete-time analog sources over noisy channels based on deep neural …
On zero-delay source-channel coding
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 …
problem of obtaining the vector transformations that optimally map between the m …
Modulation and Estimation with a Helper
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 …
(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
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 …
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 …
transmission of two correlated Gaussian memoryless sources over a Gaussian Multiple …
Control over Gaussian channels with and without source–channel separation
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 …
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
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 …
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 …
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 …
receive information from multiple terminal devices; thus, the importance of source-channel …