F Liu, Z Sun, Y Yang, C Guo… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Semantic communication, as a new paradigm for next-generation communication, aims to transmit semantic symbols for artificial intelligence (AI) tasks. Existing research typically …
L Sun, Y Yang, M Chen, C Guo - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Joint source and channel coding (JSCC) has attracted increasing attention in semantic communications. However, JSCC is vulnerable to privacy issues due to the high relevance …
H Yuan, W Xu, Y Wang, X Wang - Sensors, 2024 - mdpi.com
Joint source–channel coding (JSCC) based on deep learning has shown significant advancements in image transmission tasks. However, previous channel-adaptive JSCC …
J Ding, P Jiang, CK Wen, S Jin - arXiv preprint arXiv:2405.13403, 2024 - arxiv.org
Semantic communication has undergone considerable evolution due to the recent rapid development of artificial intelligence (AI), significantly enhancing both communication …
L Sun, Y Yang, M Chen, C Guo - arXiv preprint arXiv:2309.10263, 2023 - arxiv.org
Joint source and channel coding (JSCC) has attracted increasing attention due to its robustness and high efficiency. However, JSCC is vulnerable to privacy leakage due to the …
Current privacy-aware joint source-channel coding (JSCC) works aim at avoiding private information transmission by adversarially training the JSCC encoder and decoder under …
S Lyu, Y Sun, L Guo, X Yuan, F Fang, L Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
Task-oriented semantic communications (TSC) enhance radio resource efficiency by transmitting task-relevant semantic information. However, current research often overlooks …
Q Sun, C Guo, Y Yang, R Tang… - 2023 IEEE 34th Annual …, 2023 - ieeexplore.ieee.org
Current image coding methods for semantic communication typically concentrate on intelligent tasks or image reconstruction separately, and seldom consider both aspects …