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 …

Nonlinear transform source-channel coding for semantic communications

J Dai, S Wang, K Tan, Z Si, X Qin… - … in Communications, 2022 - ieeexplore.ieee.org
… deep joint source-channel coding methods that can closely adapt to the source distribution
… be collected under the name nonlinear transform source-channel coding (NTSCC). In the …

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
joint sourcechannel coding (JSCC) approach for channel-adaptive digital semantic
communications. In … consider a separate sourcechannel coding approach employing JPEG for …

Lightweight Joint Source-Channel Coding for Semantic Communications

Y Jia, Z Huang, K Luo, W Wen - IEEE Communications Letters, 2023 - ieeexplore.ieee.org
… and then passes it to the channel and semantic decoders … learning to jointly design semantic
and channel coding for the … and C as the semantic encoder and channel encoder neural …

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

TY Tung, D Gündüz - … Conference on Communications, 2023 - ieeexplore.ieee.org
… the two coding steps, that is, joint source-channel coding (… finite blocklength than separate
source and channel coding [3]… for semantic communications [5], where the communication

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
… analysis has become pivotal issue in semantic communications. This paper … source-channel
coding (DSSCC) framework for the joint task and data oriented semantic communications (…

D-JSCC: Digital Deep Joint Source-channel Coding for Semantic Communications

J Huang, K Yuan, C Huang, K Huang - arXiv preprint arXiv:2403.07338, 2024 - arxiv.org
… digital communicationjoint source-channel coding (D2-JSCC) targeting image transmission
in SemCom. The framework features digital source and channel codings that are jointly

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
coding research, also, channel coding does not consider the source semantics. This article
… to enable the semantic guidance injected into joint source-channel coding design. The …

Semantic communications for image recovery and classification via deep joint source and channel coding

Z Lyu, G Zhu, J Xu, B Ai, S Cui - … on Wireless Communications, 2024 - ieeexplore.ieee.org
… with deep joint source and channel coding (JSCC) have … communications with separate
source and channel coding (SSCC). … investigates the JSCC semantic communications to support …

Universal Joint Source-Channel Coding for Modulation-Agnostic Semantic Communication

Y Huh, H Seo, W Choi - arXiv preprint arXiv:2405.10749, 2024 - arxiv.org
… methodologies that enable semantic communication within digital communication environments.
Notably, it proposes a modulation-agnostic semantic communication framework that …