Semantics-native communication with contextual reasoning

H Seo, J Park, M Bennis, M Debbah - arXiv preprint arXiv:2108.05681, 2021 - arxiv.org
Spurred by a huge interest in the post-Shannon communication, it has recently been shown
that leveraging semantics can significantly improve the communication effectiveness across …

Semantics-native communication via contextual reasoning

H Seo, J Park, M Bennis… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Recently, machine learning (ML) has shown its effectiveness in improving communication
efficiency by reinstating the semantics of bits. To understand its underlying principles, we …

Semantic and logical communication-control co-design for correlated dynamical systems

AM Girgis, H Seo, J Park… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
In this study, we delve into the intricacies of semantic communication-control co-design
(CoCoCo) for wireless mixed logical dynamical (MLD) systems operating under signal …

Bayesian inverse contextual reasoning for heterogeneous semantics-native communication

H Seo, Y Kang, M Bennis… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This work deals with a heterogeneous semantics-native communication (SNC) problem.
When agents do not share the same communication context, the effectiveness of contextual …

Extended dynamic mode decomposition with invertible dictionary learning

Y Jin, L Hou, S Zhong - Neural Networks, 2024 - Elsevier
The Koopman operator has received attention for providing a potentially global linearization
representation of the nonlinear dynamical system. To estimate or control the original system …

DETONATE: Nonlinear D ynamic E volution Modeling of T ime-dependent 3-dimensi ona l Poin t Cloud Profil es

M Biehler, D Lin, J Shi - IISE Transactions, 2024 - Taylor & Francis
Modeling the evolution of a 3D profile over time as a function of heterogeneous input data
and the previous time steps' 3D shape is a challenging, yet fundamental problem in many …

R3C: Reliability and Control Cost Co-Aware in RIS-Assisted Wireless Control Systems for IIoT

S Han, L Jin, X Xu, X Tao… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The wireless control system (WCS) operating with massive ultra-reliable and low-latency
communications is viewed as a promising technology for the Industrial Internet of Things …

Task-oriented cross-system design for Metaverse in 6G era

Z Meng - 2023 - theses.gla.ac.uk
As an emerging concept, the Metaverse has the potential to revolutionize social interaction
in the post-pandemic era by establishing a digital world for online education, remote …