Machine Learning enabled Heterogeneous Semantic and Bit Communication

M Zhang, R Zhong, X Mu, Y Liu - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
A multi-user heterogeneous semantic communication (SemCom) and bit communication
(BitCom) system is investigated. Each user can be served via either SemCom or BitCom for …

Resource management for heterogeneous semantic and bit communication systems

M Zhang, R Zhong, X Mu, Y Chen… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
A multi-user heterogeneous semantic and bit communication framework is proposed. An
access point (AP) serves multiple users via either the semantic communication (SemCom) or …

Rate region characterization for semantics and bits based multiuser communications

X Mu, Y Liu - … 2023-2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
The coexistence of semantic communication (SemCom) and bit-based communication
(BitCom) towards next-generation wireless networks is investigated. First, a semantic and bit …

Heterogeneous semantic and bit communications: A semi-NOMA scheme

X Mu, Y Liu, L Guo, N Al-Dhahir - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
Multiple access (MA) design is investigated to facilitate the coexistence of the emerging
semantic transmission and the conventional bit-based transmission in future networks. The …

Semantic communications in multi-user wireless networks

X Mu, Y Liu - arXiv preprint arXiv:2211.08932, 2022 - arxiv.org
This article investigates the exploitation of semantic communications in multi-user networks.
We propose a novel heterogeneous semantic and bit multi-user framework for providing …

NOMA-Enhanced Intelligent Semantic Communication Networks using Deep Reinforcement Learning

TP Truong, D Hur, J Oh, D Lee, D Won… - 2024 International …, 2024 - ieeexplore.ieee.org
This research explores an intelligent semantic communication network where the base
station (BS) processes and transmits semantic data to users through a wireless link. To …

Semi-NOMA enabled coexisting semantic and bit communications

X Mu, Y Liu - 2022 International Symposium on Wireless …, 2022 - ieeexplore.ieee.org
The coexistence of the emerging semantic trans-mission and the conventional bit-based
transmission in future networks. The semantic rate is considered for measuring the …

Multi-User Semantic Communication on Hybrid NOMA

Z Meng, L Huang, Q Li, W Zhang… - 2023 28th Asia …, 2023 - ieeexplore.ieee.org
In traditional non-orthogonal multiple access (NOMA) systems, the secondary user often
encounters decoding challenges caused by a lower signal-to-noise ratio (SNR) as it is …

Fast-grant learning-based approach for machine-type communications with NOMA

M El Tanab, W Hamouda - ICC 2021-IEEE International …, 2021 - ieeexplore.ieee.org
In this paper, we propose a non-orthogonal multiple access (NOMA)-based communication
framework that allows machine-type devices (MTDs) to access the network while avoiding …

Exploiting semantic communication for non-orthogonal multiple access

X Mu, Y Liu - IEEE Journal on Selected Areas in …, 2023 - ieeexplore.ieee.org
A novel semantics-empowered two-user uplink non-orthogonal multiple access (NOMA)
framework is proposed for resource efficiency enhancement. More particularly, a secondary …