Deep joint source-channel coding for semantic communications

J Xu, TY Tung, B Ai, W Chen, Y Sun… - IEEE Communications …, 2023 - ieeexplore.ieee.org
… well to the notion of semantic communications that has been … Here, we refer to semantic
communication as conveying the … text while maintaining its semantics, the particular language …

Semantic communications: Overview, open issues, and future research directions

X Luo, HH Chen, Q Guo - IEEE Wireless Communications, 2022 - ieeexplore.ieee.org
… need to overcome not only physical channel noise, but also semantic noise in a semantic
systems was proposed in [7], which aimed to design a joint semantic source and channel

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

J Park, Y Oh, S Kim, YS Jeon - … on Cognitive Communications …, 2024 - ieeexplore.ieee.org
sourcechannel coding (JSCC) approach for channel-adaptive digital semantic communications
robustness of digital semantic communication systems against fading channels and noise…

Semantic communications for speech signals

Z Weng, Z Qin, GY Li - … Conference on Communications, 2021 - ieeexplore.ieee.org
… with various channel environments without … E2E communication systems [12], different
types of sources have been considered in recent investigations on E2E semantic communication

Communication beyond transmitting bits: Semantics-guided source and channel coding

J Dai, P Zhang, K Niu, S Wang, Z Si… - … Communications, 2022 - ieeexplore.ieee.org
… guidance into the coded transmission design to achieve semantics-aware communications
… on semantics-guided source and channel coding as a transmission paradigm of semantic

Towards semantic communications: A paradigm shift

K Niu, J Dai, S Yao, S Wang, Z Si, X Qin… - arXiv preprint arXiv …, 2022 - arxiv.org
… that our semantic scheme can take much less channel bandwidth to correctly transmit the …
bound the errors in source semantic compression and semantic-aware channel transmission. …

Semantic communication systems for speech transmission

Z Weng, Z Qin - … Journal on Selected Areas in Communications, 2021 - ieeexplore.ieee.org
… , we consider a general model of semantic communication to restore the speech sources in
this work, … The joint semantic-channel coding is developed to deal with source distortions and …

A paradigm shift toward semantic communications

K Niu, J Dai, S Yao, S Wang, Z Si… - … Communications …, 2022 - ieeexplore.ieee.org
… In summary, the feature of the proposed semantic communication system is joint source
and channel processing, with the aid of the shared knowledge base at the transmitter and …

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
… in semantic communications. This paper proposes a deep separate source-channel
coding (DSSCC) framework for the joint task and data oriented semantic communications (JTD-SC) …

From semantic communication to semantic-aware networking: Model, architecture, and open problems

G Shi, Y Xiao, Y Li, X Xie - IEEE Communications Magazine, 2021 - ieeexplore.ieee.org
… some semantic communication processes such as semantic … , especially for communication
between a single source and a … distortion rate of the communication channel when a shared …