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 …

Less data, more knowledge: Building next generation semantic communication networks

C Chaccour, W Saad, M Debbah… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Semantic communication is viewed as a revolutionary paradigm that can potentially
transform how we design and operate wireless communication systems. However, despite a …

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 …

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 …

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 …

Qoe-aware resource allocation for semantic communication networks

L Yan, Z Qin, R Zhang, Y Li… - GLOBECOM 2022-2022 …, 2022 - ieeexplore.ieee.org
With the aim of accomplishing intelligence tasks, semantic communications transmit task-
related information only, yielding significant performance gains over conventional …

Adaptable semantic compression and resource allocation for task-oriented communications

C Liu, C Guo, Y Yang, N Jiang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Task-oriented communication is a new paradigm that aims at providing efficient connectivity
for accomplishing intelligent tasks rather than reception of every transmitted bit. This paper …

Engineering semantic communication: A survey

D Wheeler, B Natarajan - IEEE Access, 2023 - ieeexplore.ieee.org
As the global demand for data has continued to rise exponentially, some have begun turning
to the idea of semantic communication as a means of efficiently meeting this demand …

Semantic communication-based dynamic resource allocation in d2d vehicular networks

J Su, Z Liu, Y Xie, K Ma, H Du, J Kang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The semantic communication mechanism enables wireless devices in vehicular networks to
communicate more effectively with the semantic meaning. However, in high-dynamic …

Knowledge enhanced semantic communication receiver

B Wang, R Li, J Zhu, Z Zhao… - IEEE Communications …, 2023 - ieeexplore.ieee.org
In recent years, with the rapid development of deep learning and natural language
processing technologies, semantic communication has become a topic of great interest in …