Transfer Learning Model for Joint Semantic and Channel Coding/Decoding in Wireless Systems

S Iyer - Wireless Personal Communications, 2024 - Springer
With significant increase in data and demand for large bandwidth, the wireless research
community has identified the need to focus on 'what'to transmit rather than focusing on only …

Machine Learning Model for Joint Semantic and Channel Coding/Decoding in Wireless Systems

S Iyer - IETE Journal of Research, 2024 - Taylor & Francis
With a significant increase in the data and demand for large bandwidth, the wireless
research community has identified the need to pay attention to transmitting the context rather …

Wireless semantic transmission via revising modules in conventional communications

P Jiang, CK Wen, S Jin, GY Li - IEEE Wireless Communications, 2023 - ieeexplore.ieee.org
Semantic communication has become a widely researched area due to its high spectrum
efficiency and error correction capabilities. Some studies used deep learning to extract …

Deep learning enabled semantic communication systems

H Xie, Z Qin, GY Li, BH Juang - IEEE Transactions on Signal …, 2021 - ieeexplore.ieee.org
Recently, deep learned enabled end-to-end communication systems have been developed
to merge all physical layer blocks in the traditional communication systems, which make joint …

Interplay of semantic communication and knowledge learning

F Ni, B Wang, R Li, Z Zhao… - … : Concepts, Principles and …, 2025 - Wiley Online Library
In the swiftly advancing realm of communication technologies, semantic communication
(SemCom), which emphasizes knowledge understanding and processing, has emerged as …

Deep learning-empowered semantic communication systems with a shared knowledge base

P Yi, Y Cao, X Kang, YC Liang - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
Deep learning-empowered semantic communication is regarded as a promising candidate
for future 6G networks. Although existing semantic communication systems have achieved …

Semantic communications enabled intelligent wireless networks

S Iyer, R Pandya, R Khanai, D Torse… - 2023 10th …, 2023 - ieeexplore.ieee.org
The current wireless technology research focuses on developing a ubiquitous virtual human
society. This will result in provisioning advanced use cases/applications requiring enormous …

A Robust Semantic Text Communication System

X Peng, Z Qin, X Tao, J Lu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic communication is increasingly viewed as a promising solution to improve the
transmission efficiency. However, semantic communications are susceptible not only to …

Pilot-Free Semantic Communication Systems for Frequency-Selective Fading Channels

Z Cao, H Zhang, L Liang… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
With the paradigm shift from traditional communication systems to machine learning-driven
communication systems, deep learning-based semantic communication is considered as a …

Semantic coding for text transmission: An iterative design

S Yao, K Niu, S Wang, J Dai - IEEE Transactions on Cognitive …, 2022 - ieeexplore.ieee.org
We consider the wireless text transmission using joint source-channel coding (JSCC).
Classical source coding only considers the syntactic information based on probabilistic …