DRL-driven dynamic resource allocation for task-oriented semantic communication

H Zhang, H Wang, Y Li, K Long… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Semantic communication has been regarded as a promising technology to serve upcoming
intelligent applications. However, few studies have addressed the problem of resource …

Semantic communication with memory

H Xie, Z Qin, GY Li - IEEE Journal on Selected Areas in …, 2023 - ieeexplore.ieee.org
While semantic communication succeeds in efficiently transmitting due to the strong
capability to extract the essential semantic information, it is still far from the intelligent or …

Quantum semantic communications for metaverse: Principles and challenges

U Khalid, MS Ulum, A Farooq, TQ Duong… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
The Metaverse is a connected virtual space that has recently emerged as a new frontier for
human interaction and experiences. For ideal immersive Metaverse experiences, perpetual …

Task-oriented semantic communication over rate splitting enabled wireless control systems for URLLC services

C Zeng, JB Wang, M Xiao, C Ding… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Due to long-term reliability, wireless control systems (WCSs) have attracted significant
interest recently. However, mission-critical control requires stringent ultra-reliability and low …

Toward intelligent resource allocation on task-oriented semantic communication

H Zhang, H Wang, Y Li, K Long… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
Task-oriented semantic communication (TOSC) has significant advantages in reducing the
amount of data transmission and alleviating the scarcity of spectrum resources. Unlike …

OFDM-based digital semantic communication with importance awareness

C Liu, C Guo, Y Yang, W Ni… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic communication (SemCom) has received considerable attention for its ability to
reduce data transmission size while maintaining task performance. However, existing works …

Reliable extraction of semantic information and rate of innovation estimation for graph signals

M Kalfa, SY Yetim, A Atalik, M Gök, Y Ge… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Semantic signal processing and communications are poised to play a central part in
developing the next generation of sensor devices and networks. A crucial component of a …

Adaptive information bottleneck guided joint source and channel coding for image transmission

L Sun, Y Yang, M Chen, C Guo… - IEEE journal on …, 2023 - ieeexplore.ieee.org
Joint source and channel coding (JSCC) for image transmission has attracted increasing
attention due to its robustness and high efficiency. However, the existing deep JSCC …

Economics of semantic communication system: An auction approach

ZQ Liew, H Du, WYB Lim, Z Xiong… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Semantic communication technologies enable wireless edge devices to communicate
effectively by transmitting semantic meanings of data. Edge components, such as vehicles in …

Image semantic communications: An extended rate-distortion theory based scheme

W Tong, F Liu, Z Sun, Y Yang… - 2022 IEEE Globecom …, 2022 - ieeexplore.ieee.org
Semantic communication is a promising paradigm for future artificial intelligence-
empowered communications. In this paper, we propose a task-oriented semantic …