Fault detection in telecom networks using bi-level federated graph neural networks

R Bourgerie, T Zanouda - 2023 IEEE International Conference …, 2023 - ieeexplore.ieee.org
5G and Beyond Networks become increasingly complex and heterogeneous, with
diversified and high requirements from a wide variety of emerging applications. The …

Benchmarking of anomaly detection techniques in O-RAN for handover optimization

Z Mahrez, MB Driss, E Sabir, W Saad… - … and Mobile Computing …, 2023 - ieeexplore.ieee.org
With today's proliferation of IoT and real-time applications, it has become crucial to properly
handle traffic, optimize the quality-of-service (QoS) of wireless networks and design novel …

Probabilistic Semantic Communication over Wireless Networks with Rate Splitting

Z Zhao, Z Yang, Y Hu, Q Yang, W Xu… - arXiv preprint arXiv …, 2024 - arxiv.org
In this paper, the problem of joint transmission and computation resource allocation for
probabilistic semantic communication (PSC) system with rate splitting multiple access …

Knowledge-aware semantic communication system design and data allocation

S Kadam, DI Kim - IEEE Transactions on Vehicular Technology, 2023 - ieeexplore.ieee.org
The recent emergence of 6G raises the challenge of increasing the transmission data rate
even further in order to overcome the Shannon limit. Traditional communication methods fall …

Joint Sensing and Task-Oriented Communications with Image and Wireless Data Modalities for Dynamic Spectrum Access

YE Sagduyu, T Erpek, A Yener, S Ulukus - arXiv preprint arXiv:2312.13931, 2023 - arxiv.org
This paper introduces a deep learning approach to dynamic spectrum access, leveraging
the synergy of multi-modal image and spectrum data for the identification of potential …

Enhancing Reasoning Ability in Semantic Communication through Generative AI-Assisted Knowledge Construction

F Zhao, Y Sun, L Feng, L Zhang… - IEEE Communications …, 2024 - ieeexplore.ieee.org
Semantic communication (SemCom), a pioneering paradigm that places emphasis on
conveying the meaning of information, faces challenges in constructing background …

Energy-Aware Service Offloading for Semantic Communications in Wireless Networks

H Saadat, A Albaseer, M Abdallah, A Mohamed… - arXiv preprint arXiv …, 2024 - arxiv.org
Today, wireless networks are becoming responsible for serving intelligent applications, such
as extended reality and metaverse, holographic telepresence, autonomous transportation …

Time-division based integrated sensing, communication, and computing in integrated satellite-terrestrial networks

X Zhu, H Wang, Z Yang, QV Pham - Digital Signal Processing, 2023 - Elsevier
In this paper, we investigate time-division based framework for integrated sensing,
communication, and computing in integrated satellite-terrestrial networks. We consider a …

Reliable Beamforming at Terahertz Bands: Are Causal Representations the Way Forward?

CK Thomas, W Saad - ICASSP 2023-2023 IEEE International …, 2023 - ieeexplore.ieee.org
Future wireless services, such as the metaverse require high information rate, reliability, and
low latency. Multi-user wireless systems can meet such requirements by utilizing the …

A Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based Applications

H Mazandarani, M Shokrnezhad, T Taleb - arXiv preprint arXiv …, 2024 - arxiv.org
The emergence of the semantic-aware paradigm presents opportunities for innovative
services, especially in the context of 6G-based applications. Although significant progress …