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
… tization and digital channel encoding/decoding are discrete functions… of signal flows and
optimization paths, respectively. … with Digital Communication Techniques: Future research could …

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

X Luo, HH Chen, Q Guo - IEEE Wireless Communications, 2022 - ieeexplore.ieee.org
… Especially in 5G, various advanced wireless communication … proposed to be used in joint
source-channel coding (JSCC), … predict its driving trajectory, traffic flow, network congestion, CSI…

Rethinking modern communication from semantic coding to semantic communication

K Lu, Q Zhou, R Li, Z Zhao, X Chen… - … Communications, 2022 - ieeexplore.ieee.org
… tics-aware communication are first advanced by progresses … research interests in
semantics-aware communications can … than the conventional separate encoding-decoding

Joint Source Channel Symbol Level En/Decoding Based on Space Computational Intelligence Policy Trellis

GF Tu, C Zhang, S Gao, P Gao - 2022 14th International …, 2022 - ieeexplore.ieee.org
… must employ advanced algorithms and techniques to offer … , for which we say the
communication consumes N channel uses. … lower complexity need to be studied in the following …

Deep Learning in Physical Layer: Review on Data Driven End-to-End Communication Systems and their Enabling Semantic Applications

N Islam, S Shin - arXiv preprint arXiv:2401.12800, 2024 - arxiv.org
… DL techniques, to develop advanced communication systems … encoding/decoding processes
to counter both channel … to retrieve signals and a joint source-channel (JSC) decoder to …

Advanced channel coding schemes for B5G/6G networks: State‐of‐the‐art analysis, research challenges and future directions

A Gautam, P Thakur, G Singh - … Journal of Communication …, 2024 - Wiley Online Library
Flow chart depicting the advanced coding schemes and their … of outer and inner
encoding/decoding. In iterative decoding, … Joint source-channel coding schemes to reduce …

[HTML][HTML] Machine learning for multimedia communications

N Thomos, T Maugey, L Toni - Sensors, 2022 - mdpi.com
… major advances that have been proposed all across the transmission chain, and we
discuss their potential impact and the researchresearch in redesigning channel encoding/decoding

A Review on Machine Learning for Channel Coding

HLM Kee, N Ahmad, MAM Izhar, K Anwar… - IEEE Access, 2024 - ieeexplore.ieee.org
research and surveys on AI for wireless communication … and advancement for 6G wireless
communication systems. Sug… (DACA) module, a joint sourcechannel coding (JSCC) module …

Deep Multiple Description Coding for Semantic Communication: Theory and Practice

M Lindström - 2022 - diva-portal.org
… of research [1, 2, 3], in part due to the recent advancements in … receiver, ie, some medium
through which a physical signal … The source-channel separation theorem states that we may …

Semantic communications for future internet: Fundamentals, applications, and challenges

W Yang, H Du, ZQ Liew, WYB Lim… - … Communications …, 2022 - ieeexplore.ieee.org
… of the data based on the advanced AI technology [8]–[10]. … insightful guide for future studies
to researchers and practitioners … In their proposed encoding-decoding scheme, the LSTM is …