Deep joint source-channel and encryption coding: Secure semantic communications

TY Tung, D Gündüz - ICC 2023-IEEE International Conference …, 2023 - ieeexplore.ieee.org
coding steps, that is, joint source-channel coding (JSCC), can achieve lower distortion for a
given finite blocklength than separate source and channel coding … that deep neural networks (…

Joint sourcechannel turbo techniques for discrete-valued sources: From theory to practice

X Jaspar, C Guillemot… - Proceedings of the …, 2007 - ieeexplore.ieee.org
… techniques either have built-in support for or are extensible to joint sourcechannel coding.
codes with application in joint source channel coding,[ in Conf. Rec. 36th Asilomar Conf. …

A robust joint source channel coding scheme for image transmission over the ionospheric channel

C Chatellier, H Boeglen, C Perrine, C Olivier… - Signal Processing …, 2007 - Elsevier
… In this paper, we propose a joint source channel coding (JSCC) scheme to the … channel
which presents some characteristics identical to those found on mobile radio channels

Neural estimation of the rate-distortion function with applications to operational source coding

E Lei, H Hassani, SS Bidokhti - IEEE Journal on Selected Areas …, 2022 - ieeexplore.ieee.org
… Therefore, using recent results in reverse channel coding, we describe how NERD can be
used to construct an operational one-shot lossy compression scheme with guarantees on the …

Semantic coding for text transmission: An iterative design

S Yao, K Niu, S Wang, J Dai - IEEE Transactions on Cognitive …, 2022 - ieeexplore.ieee.org
joint source-channel coding (JSCC). Classical … channels, we propose a semi-neural JSCC
framework for text transmission, namely Iterative Semantic Joint Source-Channel Coding (IS…

Multi-tone phase coding of interaural time difference for sound source localization with spiking neural networks

Z Pan, M Zhang, J Wu, J Wang… - IEEE/ACM Transactions …, 2021 - ieeexplore.ieee.org
… theory,’ we propose a novel neural encoding scheme of ITD, called the multitone phase
coding (MTPC). Fig. 3 illustrates a MTPC encoder for ITD encoding, which consists of four main …

Turbo autoencoder: Deep learning based channel codes for point-to-point communication channels

Y Jiang, H Kim, H Asnani, S Kannan… - Advances in neural …, 2019 - proceedings.neurips.cc
channel coding scheme with novel neural structure and training algorithms. TurboAE learns
capacity-approaching code on various channels … discovery of codes for channels where a …

Joint Source-Channel Coding for Wireless Image Transmission: A Neural Architecture Search Approach

Y Yang, S Wang - ICC 2023-IEEE International Conference on …, 2023 - ieeexplore.ieee.org
… a joint source-channel coding (JSCC) scheme for wireless image transmission, where the
encoder and decoder of the transmission system are implemented by convolutional neural

Circular convolutional auto-encoder for channel coding

H Ye, L Liang, GY Li - 2019 IEEE 20th International Workshop …, 2019 - ieeexplore.ieee.org
channel coding to combat the curse of dimensionality commonly existing in learning based
coding. … -designed codes, the neural networks learn to decode the codes encoded by another …

On practical design for joint distributed source and network coding

Y Wu, V Stankovic, Z Xiong… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
… with probability arbitrarily close to 1, and the code rate approaches the entropy … source
coding and linear channel coding, a good linear source code for an iid binary memoryless source