Semantic communications for future internet: Fundamentals, applications, and challenges
With the increasing demand for intelligent services, the sixth-generation (6G) wireless
networks will shift from a traditional architecture that focuses solely on a high transmission …
networks will shift from a traditional architecture that focuses solely on a high transmission …
Semantic communications: Overview, open issues, and future research directions
X Luo, HH Chen, Q Guo - IEEE Wireless Communications, 2022 - ieeexplore.ieee.org
With the deployment of the fifth generation (5G) in many countries, people start to think about
what the next-generation of wireless communications will be. The current communication …
what the next-generation of wireless communications will be. The current communication …
Beyond transmitting bits: Context, semantics, and task-oriented communications
Communication systems to date primarily aim at reliably communicating bit sequences.
Such an approach provides efficient engineering designs that are agnostic to the meanings …
Such an approach provides efficient engineering designs that are agnostic to the meanings …
Semantic communications: Principles and challenges
Semantic communication, regarded as the breakthrough beyond the Shannon paradigm,
aims at the successful transmission of semantic information conveyed by the source rather …
aims at the successful transmission of semantic information conveyed by the source rather …
Task-oriented multi-user semantic communications
While semantic communications have shown the potential in the case of single-modal single-
users, its applications to the multi-user scenario remain limited. In this paper, we investigate …
users, its applications to the multi-user scenario remain limited. In this paper, we investigate …
6G networks: Beyond Shannon towards semantic and goal-oriented communications
EC Strinati, S Barbarossa - Computer Networks, 2021 - Elsevier
The goal of this paper is to promote the idea that including semantic and goal-oriented
aspects in future 6G networks can produce a significant leap forward in terms of system …
aspects in future 6G networks can produce a significant leap forward in terms of system …
Deep learning enabled semantic communication systems
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 …
to merge all physical layer blocks in the traditional communication systems, which make joint …
What is semantic communication? A view on conveying meaning in the era of machine intelligence
In the 1940s, Claude Shannon developed the information theory focusing on quantifying the
maximum data rate that can be supported by a communication channel. Guided by this …
maximum data rate that can be supported by a communication channel. Guided by this …
[HTML][HTML] Toward wisdom-evolutionary and primitive-concise 6G: A new paradigm of semantic communication networks
The sixth generation (6G) mobile networks will reshape the world by offering instant,
efficient, and intelligent hyper-connectivity, as envisioned by the previously proposed …
efficient, and intelligent hyper-connectivity, as envisioned by the previously proposed …
Sionna: An open-source library for next-generation physical layer research
Sionna is a GPU-accelerated open-source library for link-level simulations based on
TensorFlow. It enables the rapid prototyping of complex communication system architectures …
TensorFlow. It enables the rapid prototyping of complex communication system architectures …