Adaptive modulation and retransmission scheme for semantic communication systems

H Gao, G Yu, Y Cai - IEEE Transactions on Cognitive …, 2023 - ieeexplore.ieee.org
Traditional adaptive modulation scheme aims to maximize the spectral efficiency by
selecting the appropriate modulation scheme under the premise of perfect bit-level data …

Rate Adaptive Mechanism for Semantic Communication Systems: A Robustness Verification Approach

H Gao, G Yu, Y Cai - IEEE Network, 2023 - ieeexplore.ieee.org
Traditional rate adaptive mechanism aims to maximize spectral efficiency by choosing the
optimal transmission under the premise of perfect bit-level data transmission. However, in …

Rate-adaptive coding mechanism for semantic communications with multi-modal data

Y He, G Yu, Y Cai - IEEE Transactions on Communications, 2023 - ieeexplore.ieee.org
Recently, the ever-increasing demand for bandwidth in multi-modal communication systems
requires a paradigm shift. Powered by deep learning, semantic communications are applied …

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
In this paper, we propose a novel joint source-channel coding (JSCC) approach for channel-
adaptive digital semantic communications. In semantic communication systems with digital …

Learning based joint coding-modulation for digital semantic communication systems

Y Bo, Y Duan, S Shao, M Tao - 2022 14th International …, 2022 - ieeexplore.ieee.org
In learning-based semantic communications, neural networks have replaced different
building blocks in traditional communication systems. However, the digital modulation still …

Joint coding-modulation for digital semantic communications via variational autoencoder

Y Bo, Y Duan, S Shao, M Tao - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic communications have emerged as a new paradigm for improving communication
efficiency by transmitting the semantic information of a source message that is most relevant …

Context-based semantic communication via dynamic programming

Y Zhang, H Zhao, J Wei, J Zhang… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Standard digital communication techniques allow us to set aside the meaning of the
messages to concentrate on the transmission of bits efficiently and reliably. However, with …

Semantic change driven generative semantic communication framework

W Yang, Z Xiong, H Du, Y Yuan… - 2024 IEEE Wireless …, 2024 - ieeexplore.ieee.org
The burgeoning generative artificial intelligence technology offers novel insights into the
development of semantic communication (SemCom) frameworks. These frameworks hold …

Robust semantic communications against semantic noise

Q Hu, G Zhang, Z Qin, Y Cai, G Yu… - 2022 IEEE 96th …, 2022 - ieeexplore.ieee.org
Although the semantic communications have exhibited satisfactory performance in a large
number of tasks, the impact of semantic noise and the robustness of the systems have not …

Signal shaping for semantic communication systems with a few message candidates

S Guo, Y Wang, P Zhangz - 2022 IEEE 96th Vehicular …, 2022 - ieeexplore.ieee.org
Semantic communications target to reliably convey the semantic meaning of messages. It is
different from existing communication systems focusing on reliable bit transmission. To …