A unified multi-task semantic communication system for multimodal data

G Zhang, Q Hu, Z Qin, Y Cai, G Yu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Task-oriented semantic communications have achieved significant performance gains.
However, the employed deep neural networks in semantic communications have to be …

Spectrum sharing with analog network coding

Y Li, H Long, M Peng, W Wang - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Spectrum sharing between primary and secondary systems is discussed in this paper. A two-
phase spectrum sharing protocol is proposed by using analog network coding (ANC), in …

Rate-Distortion-Perception Theory for Semantic Communication

J Chai, Y Xiao, G Shi, W Saad - 2023 IEEE 31st International …, 2023 - ieeexplore.ieee.org
Semantic communication has attracted significant interest recently due to its capability to
meet the fast growing demand on user-defined and human-oriented communication …

Adaptive semantic-bit communication for extended reality interactions

C Wang, Y Li, F Gao, D Deng, J Xu… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Semantic communication is a novel paradigm that conveys intention or goal from the source
to the destination. It can greatly improve communication efficiency, especially for the …

Semantics-native communication with contextual reasoning

H Seo, J Park, M Bennis, M Debbah - arXiv preprint arXiv:2108.05681, 2021 - arxiv.org
Spurred by a huge interest in the post-Shannon communication, it has recently been shown
that leveraging semantics can significantly improve the communication effectiveness across …

Semi-NOMA enabled coexisting semantic and bit communications

X Mu, Y Liu - 2022 International Symposium on Wireless …, 2022 - ieeexplore.ieee.org
The coexistence of the emerging semantic trans-mission and the conventional bit-based
transmission in future networks. The semantic rate is considered for measuring the …

Semantic fusion infrastructure for unmanned vehicle system based on cooperative 5G MEC

Y Lian, L Qian, L Ding, F Yang… - 2020 IEEE/CIC …, 2020 - ieeexplore.ieee.org
Since local sensing system is inherently limited, it is a trend to combine Cooperative Vehicle
Infrastructure System (CVIS) and autonomous driving technologies to address the limitations …

Deep learning based semantic communications: An initial investigation

H Xie, Z Qin, GY Li, BH Juang - GLOBECOM 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Recently, deep learned enabled end-to-end (E2E) communication systems have been
developed to merge all physical layer blocks in the traditional communication systems …

Imitation learning-based implicit semantic-aware communication networks: Multi-layer representation and collaborative reasoning

Y Xiao, Z Sun, G Shi, D Niyato - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
Semantic communication has recently attracted significant interest from both industry and
academia due to its potential to transform the existing data-focused communication …

Performance optimization for semantic communications: An attention-based reinforcement learning approach

Y Wang, M Chen, T Luo, W Saad… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
In this paper, a semantic communication framework is proposed for textual data
transmission. In the studied model, a base station (BS) extracts the semantic information …