A survey on goal-oriented semantic communication: Techniques, challenges, and future directions

TM Getu, G Kaddoum, M Bennis - IEEE Access, 2024 - ieeexplore.ieee.org
Although many proposals have been developed for the sixth-generation (6G) technology,
realizing 6G is fraught with numerous fundamental interdisciplinary, multidisciplinary, and …

Tutorial-Cum-Survey on Semantic and Goal-Oriented Communication: Research Landscape, Challenges, and Future Directions

TM Getu, G Kaddoum, M Bennis - arXiv preprint arXiv:2308.01913, 2023 - arxiv.org
SemCom and goal-oriented SemCom are designed to transmit only semantically-relevant
information and hence help to minimize power usage, bandwidth consumption, and …

Making sense of meaning: A survey on metrics for semantic and goal-oriented communication

TM Getu, G Kaddoum, M Bennis - IEEE Access, 2023 - ieeexplore.ieee.org
Semantic communication (SemCom) aims to convey the meaning behind a transmitted
message by transmitting only semantically-relevant information. This semantic-centric …

Towards goal-oriented semantic communications: New metrics, open challenges, and future research directions

A Li, S Wu, S Meng, Q Zhang - arXiv preprint arXiv:2304.00848, 2023 - arxiv.org
Since Shannon's pioneering masterpiece which established the prototype of modern
information theory, the goal of communications has long been promising accurate message …

Semantic communications for future internet: Fundamentals, applications, and challenges

W Yang, H Du, ZQ Liew, WYB Lim… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
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 …

Towards Natively Intelligent Semantic Communications and Networking

SE Trevlakis, N Pappas… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
As the process of envisioning, researching, and strategizing for 6G communications has
commenced, we present our vision on the role of semantic communications (SemCom) in …

[HTML][HTML] Toward wisdom-evolutionary and primitive-concise 6G: A new paradigm of semantic communication networks

P Zhang, W Xu, H Gao, K Niu, X Xu, X Qin, C Yuan… - Engineering, 2022 - Elsevier
The sixth generation (6G) mobile networks will reshape the world by offering instant,
efficient, and intelligent hyper-connectivity, as envisioned by the previously proposed …

Semantics-empowered communications: A tutorial-cum-survey

Z Lu, R Li, K Lu, X Chen, E Hossain… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Along with the springing up of the semantics-empowered communication (SemCom)
research, it is now witnessing an unprecedentedly growing interest towards a wide range of …

Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach

EC Strinati, P Di Lorenzo, V Sciancalepore… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advances in AI technologies have notably expanded device intelligence, fostering
federation and cooperation among distributed AI agents. These advancements impose new …

Common language for goal-oriented semantic communications: A curriculum learning framework

MK Farshbafan, W Saad… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
Semantic communications will play a critical role in enabling goal-oriented services over
next-generation wireless systems. However, most prior art in this domain is restricted to …