Knowledge base enabled semantic communication: A generative perspective
Semantic communication is widely touted as a key technology for propelling sixth-
generation (6G) wireless networks. However, providing effective semantic representation is …
generation (6G) wireless networks. However, providing effective semantic representation is …
D-JSCC: Digital Deep Joint Source-channel Coding for Semantic Communications
Semantic communications (SemCom) have emerged as a new paradigm for supporting sixth-
generation applications, where semantic features of data are transmitted using artificial …
generation applications, where semantic features of data are transmitted using artificial …
Towards 6G digital twin channel using radio environment knowledge pool
J Wang, J Zhang, Y Zhang, Y Sun, L Shi… - arXiv preprint arXiv …, 2023 - arxiv.org
The digital twin channel (DTC) is crucial for 6G wireless autonomous networks as it
replicates the wireless channel fading states in 6G air interface transmissions. It is well …
replicates the wireless channel fading states in 6G air interface transmissions. It is well …
Advances and challenges in semantic communications: A systematic review
P Zhang, Y Liu, Y Song, J Zhang - National Science Open, 2024 - nso-journal.org
Inspired by the recent success of machine learning (ML), the concept of semantic
communication introduced by Weaver in 1949 has gained significant attention and has …
communication introduced by Weaver in 1949 has gained significant attention and has …
Receiver Selection and Transmit Beamforming for Multi-static Integrated Sensing and Communications
Next-generation wireless networks are expected to develop a novel paradigm of integrated
sensing and communications (ISAC) to enable both the high-accuracy sensing and high …
sensing and communications (ISAC) to enable both the high-accuracy sensing and high …
Cooperative Semantic Knowledge Base Update Policy for Multiple Semantic Communication Pairs
Semantic communication has emerged as a promising communication paradigm and there
have been extensive research focusing on its applications in the increasingly prevalent multi …
have been extensive research focusing on its applications in the increasingly prevalent multi …
Multi-Level Feature Transmission in Dynamic Channels: A Semantic Knowledge Base and Deep Reinforcement Learning-Enabled Approach
With the proliferation of edge computing, efficient AI inference on edge devices has become
essential for intelligent applications such as autonomous vehicles and VR/AR. In this …
essential for intelligent applications such as autonomous vehicles and VR/AR. In this …
A Joint Communication and Computation Design for Distributed RISs Assisted Probabilistic Semantic Communication in IIoT
The advent of Industry 4.0 has positioned the industrial Internet-of-Things (IIoT) as a
cornerstone of future industry. In this paper, the problem of spectral-efficient communication …
cornerstone of future industry. In this paper, the problem of spectral-efficient communication …
Learning for semantic knowledge base-guided online feature transmission in dynamic channels
With the proliferation of edge computing, efficient AI inference on edge devices has become
essential for intelligent applications such as autonomous vehicles and VR/AR. In this …
essential for intelligent applications such as autonomous vehicles and VR/AR. In this …
A Secure and Efficient Distributed Semantic Communication System for Heterogeneous Internet of Things Devices
W Zeng, X Xu, Q Zhang, J Shi, Z Qin, Z Guan - arXiv preprint arXiv …, 2024 - arxiv.org
Semantic communications have emerged as a promising solution to address the challenge
of efficient communication in rapidly evolving and increasingly complex Internet of Things …
of efficient communication in rapidly evolving and increasingly complex Internet of Things …