Deep joint source-channel coding for multi-task network

M Wang, Z Zhang, J Li, M Ma… - IEEE Signal Processing …, 2021 - ieeexplore.ieee.org
joint source-channel coding (JSCC) framework, which allows operating under CI scenarios.
We first propose a feature fusion based MTL network (FFMNet) for joint … wireless channel to …

Joint task and data oriented semantic communications: A deep separate source-channel coding scheme

J Huang, D Li, C Huang, X Qin… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
… of source data. To simultaneously serve both the data transmission and semantic tasks, joint
data … a deep separate source-channel coding (DSSCC) framework for the joint task and data …

Neural joint source-channel coding

K Choi, K Tatwawadi, A Grover… - International …, 2019 - proceedings.mlr.press
… the source and channel coding … sources of distortion through the optimal bit allocation,
in addition to designing the best source and channel codes, makes this joint source-channel

Joint sourcechannel communication for distributed estimation in sensor networks

WU Bajwa, JD Haupt, AM Sayeed… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
… wireless sensor networks and it is widely recognized that joint optimization of the operations
… use of network resources. In this paper, a distributed joint sourcechannel communication …

Deepjscc-q: Channel input constrained deep joint source-channel coding

TY Tung, DB Kurka, M Jankowski… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
source and channel coding separation, have been demonstrated through the training of an
autoencoder, with a non-trainable channel … can be transmitted over the channel, which can …

Deep joint source-channel coding for semantic communications

J Xu, TY Tung, B Ai, W Chen, Y Sun… - IEEE Communications …, 2023 - ieeexplore.ieee.org
… need is a transformation from the source signal space to the channel input space (and vice …
to similar channel inputs so that the receiver can recover a reconstruction of the source signal …

Deep joint source-channel coding for wireless image transmission

E Bourtsoulatze, DB Kurka… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… Following the JSCC literature, we will call the image dimension n as the source bandwidth,
and the channel dimension k as the channel bandwidth. We typically have k<n, which is …

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
joint sourcechannel coding (JSCC) approach for channel-… to the unpredictable dynamics of
channel conditions but also due … decoder against diverse channel conditions and modulation …

Deep joint source-channel coding for wireless image retrieval

M Jankowski, D Gündüz… - ICASSP 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
… The second approach is based on joint sourcechannel … , the source measurements are
directly mapped to channel sym… over wireless channels, which can be considered as task-based …

Energy efficient joint source and channel sensing in cognitive radio sensor networks

H Zhang, Z Zhang, X Chen, R Yin - 2011 IEEE international …, 2011 - ieeexplore.ieee.org
Channel Sensing (AmOS). By source sensing we mean the process of collecting source
the Access Point (AP), and by channel sensing we mean the process of periodically sensing …