Deep joint source-channel coding for wireless image transmission

E Bourtsoulatze, DB Kurka… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… ) channel and the slow Rayleigh fading channel, are considered in this … MIMO [15] systems,
OFDM systems [16], [17], JSCC of text messages [18] and JSCC for MNIST images for analog

Analog Joint Source Channel Coding for Image and Video Encoding and Transmission

J Balsa - 2022 - ruc.udc.es
… , analog image and video encodingencoding and transmission schemes have been
proposed for multimedia content which are based on the use of analog joint source-channel coding. …

OFDM-guided deep joint source channel coding for wireless multipath fading channels

M Yang, C Bian, HS Kim - IEEE Transactions on Cognitive …, 2022 - ieeexplore.ieee.org
… —We investigate joint source channel coding (JSCC) for wireless image transmission over
multipath fading channels. … Each path experiences independent Rayleigh fading satisfying …

Signal recovery performance analysis in wireless sensing with rectangular-type analog joint source-channel coding

X Zhao, V Sadhu, D Pompili - IEEE Transactions on Wireless …, 2022 - ieeexplore.ieee.org
… of the rectangular-type Analog Joint Source-Channel Coding (AJSCC) is analyzed in this
work … to other channels, including the Rayleigh fading channel and the Rician fading channel. …

DeepJSCC-f: Deep Joint Source-Channel Coding of Images With Feedback

DB Kurka, D Gündüz - IEEE Journal on Selected Areas in …, 2020 - ieeexplore.ieee.org
… 3) Fading Channel: Here we consider a slow Rayleigh fading channel, whose gain changes
randomly according to a Rayleigh … hybrid digital-analog joint source-channel codes,” IEEE …

Joint source-channel coding for channel-adaptive digital semantic communications

J Park, Y Oh, S Kim, YS Jeon - IEEE Transactions on Cognitive …, 2024 - ieeexplore.ieee.org
… noise (AWGN) and Rayleigh fading channels. The design of the … DeepJSCC: We modify
an analog JSCC approach con… for adaptive image transmission over MIMO channels,” 2024, …

On the performance of wireless video communication using iterative joint source channel decoding and transmitter diversity gain technique

A Khalil, N Minallah, MA Awan, HU Khan… - Wireless …, 2020 - Wiley Online Library
coding matrix for multiple input-multiple output (MIMO) … in the existence of the Rayleigh
fading noise. The designed … Balsa proposes [19] the analog JSCD system designed for still …

Attention-based neural joint source-channel coding of text for point to point and broadcast channel

T Liu, X Chen - Artificial Intelligence Review, 2022 - Springer
… We consider the following three different channels: BEC, AWGN channel and Rayleigh
fading channel. The BEC can be represented by a dropout layer (Srivastava et al. 2014) …

Bandwidth-agile image transmission with deep joint source-channel coding

DB Kurka, D Gündüz - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
… We also train DeepJSCC-l over a slow Rayleigh fading channel, when the channel … of
graceful degradation and capacity to learn over fading channels. In the remainder of this paper, we …

Successive refinement of images with deep joint source-channel coding

DB Kurka, D Gündüz - 2019 IEEE 20th International Workshop …, 2019 - ieeexplore.ieee.org
… variations similarly to analog communications. DL-… Rayleigh fading channel, are considered
in this work. All the proposed schemes share the same CNN architecture for the encoder