Transformer-empowered 6G intelligent networks: From massive MIMO processing to semantic communication

Y Wang, Z Gao, D Zheng, S Chen… - … Communications, 2022 - ieeexplore.ieee.org
… We focus on massive MIMO and semantic communication applications; however, we expect
the transformers to find applications in many other components of future data-driven 6G …

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

X Luo, HH Chen, Q Guo - IEEE Wireless Communications, 2022 - ieeexplore.ieee.org
… Therefore, semantic communication essentially is a communi… (E2E) communication based
semantic communications will be … signal processing schemes are also required in semantic

Edge learning for B5G networks with distributed signal processing: Semantic communication, edge computing, and wireless sensing

W Xu, Z Yang, DWK Ng, M Levorato… - … in signal processing, 2023 - ieeexplore.ieee.org
communication systems are also envisioned for beyond 5G (B5G) wireless networks. For the
application in goal-oriented semantic communication, … regions for communication networks …

Deep learning enabled semantic communication systems

H Xie, Z Qin, GY Li, BH Juang - … on Signal Processing, 2021 - ieeexplore.ieee.org
… on communication systems from the semantic level. Particularly, we propose a deep learning
based semantic communication … interests include semantic communication, massive MIMO, …

Towards semantic communications: A paradigm shift

K Niu, J Dai, S Yao, S Wang, Z Si, X Qin… - arXiv preprint arXiv …, 2022 - arxiv.org
… of integrating semantic information processing techniques with wireless com… semantic
communications, analyze its gain from the information theory perspective, calculate the semantic

A paradigm shift toward semantic communications

K Niu, J Dai, S Yao, S Wang, Z Si… - … Communications …, 2022 - ieeexplore.ieee.org
… In this article, we elaborate on the insight of integrating semantic information processing tech…
the proposed semantic communication system is joint source and channel processing, with …

Hybrid knowledge-data driven channel semantic acquisition and beamforming for cell-free massive MIMO

Z Gao, S Liu, Y Su, Z Li, D Zheng - … Topics in Signal Processing, 2023 - ieeexplore.ieee.org
semantic acquisition and multi-user beamforming in cell-free massive multiple-input
multiple-output (MIMO) … semantic acquisition, where the pilot signals, CSI quantizer for channel …

What is semantic communication? A view on conveying meaning in the era of machine intelligence

Q Lan, D Wen, Z Zhang, Q Zeng, X Chen… - … of Communications …, 2021 - ieeexplore.ieee.org
semantic encoder/decoder and semantic noise. Building on these models, semantic network…
proposed to support semantic information detection and processing, knowledge modeling, …

Wireless end-to-end image transmission system using semantic communications

MU Lokumarambage, VSS Gowrisetty, H Rezaei… - IEEE …, 2023 - ieeexplore.ieee.org
… we have implemented a semantic communication-based end… in developing semantic
communication systems in … : From massive mimo processing to semantic communication,…

Semantics-empowered communications: A tutorial-cum-survey

Z Lu, R Li, K Lu, X Chen, E Hossain… - … Communications …, 2023 - ieeexplore.ieee.org
… multi-layer precoding/beamforming and ultra-massive MIMO [18]. However, such an intuitive
… we further discuss the design of semantic signal processing techniques in typical scenarios (…