A tutorial on extremely large-scale MIMO for 6G: Fundamentals, signal processing, and applications

Z Wang, J Zhang, H Du, D Niyato, S Cui… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Extremely large-scale multiple-input-multiple-output (XL-MIMO), which offers vast spatial
degrees of freedom, has emerged as a potentially pivotal enabling technology for the sixth …

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 …

Open RAN meets semantic communications: A synergistic match for open, intelligent, and knowledge-driven 6G

P Li, A Aijaz - 2023 IEEE Conference on Standards for …, 2023 - ieeexplore.ieee.org
Improving sustainability, enhancing spectral and energy efficiency, and bringing in-network
intelligence and reasoning are the driving forces for 6G. In this context, semantic …

Performance limits of a deep learning-enabled text semantic communication under interference

TM Getu, W Saad, G Kaddoum… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Although deep learning (DL)-enabled semantic communication (SemCom) has emerged as
a 6G enabler by minimizing irrelevant information transmission–minimizing power usage …

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 …

Deep learning-enabled text semantic communication under interference: An empirical study

TM Getu, G Kaddoum, M Bennis - arXiv preprint arXiv:2310.19974, 2023 - arxiv.org
At the confluence of 6G, deep learning (DL), and natural language processing (NLP), DL-
enabled text semantic communication (SemCom) has emerged as a 6G enabler by …

Timely and covert communications under deep learning-based eavesdropping and jamming effects

M Costa, YE Sagduyu - Journal of Communications and …, 2023 - ieeexplore.ieee.org
This paper explores the concept of timeliness in covert communications when faced with
eavesdropping and jamming. Time-sensitive information is to be transmitted through a …

Rate-Splitting Multiple Access for Semantic-Aware Networks: An Age of Incorrect Information Perspective

O Dizdar, S Wang - IEEE Wireless Communications Letters, 2024 - ieeexplore.ieee.org
In this letter, we design a downlink multi-user communication framework based on Rate-
Splitting Multiple Access (RSMA) for semantic-aware networks. First, we formulate an …

Generative Network Layer for Communication Systems With Artificial Intelligence

M Thorsager, I Leyva-Mayorga, B Soret… - IEEE Networking …, 2024 - ieeexplore.ieee.org
The traditional role of the network layer is the transfer of packet replicas from source to
destination through intermediate network nodes. We present a generative network layer that …

Semantic communication: A survey on research landscape, challenges, and future directions

T Getu, G Kaddoum, M Bennis - Authorea Preprints, 2023 - techrxiv.org
 Amid the global rollout of fifth-generation (5G) services, researchers in academia, industry,
and national labo? ratories have been developing proposals for the sixth generation (6G) …