A unified multi-task semantic communication system for multimodal data

G Zhang, Q Hu, Z Qin, Y Cai, G Yu… - … on Communications, 2024 - ieeexplore.ieee.org
… To the best of our knowledge, this is the first work on a unified semantic communication
code modulation (PCM) and LDPC are employed as the source coding and channel coding, …

A Theory for Semantic Channel Coding With Many-to-one Source

S Ma, H Qi, H Li, G Shi, Y Liang, N Al-Dhahir - arXiv preprint arXiv …, 2023 - arxiv.org
… Based on this property, we derive a semantic channel coding theorem for a typical semantic
communication with many-to-one … Moreover, we adopt M-PSK digital modulation scheme. …

Hybrid semantic-shannon communications

NG Evgenidis, NA Mitsiou, SA Tegos… - … Communications, 2024 - ieeexplore.ieee.org
Semantic Communications As semantic transceiver we adopt the DeepSC model, which was
introduced in [6] for text transmission. DeepSC utilizes a semantic encoder (decoder) which …

Towards intelligent communications: Large model empowered semantic communications

H Xie, Z Qin, X Tao, Z Han - arXiv preprint arXiv:2402.13073, 2024 - arxiv.org
semantic communication systems from potential applications to system design. First, we propose
a new semantic communication … of channel coding rates and modulation orders to avoid …

Task-oriented multi-user semantic communications for VQA

H Xie, Z Qin, GY Li - IEEE Wireless Communications Letters, 2021 - ieeexplore.ieee.org
… network (DNN) for the considered semantic communication system to serve the VQA task, …
The modulation method for the traditional method is 16 quadrature amplitude modulation (QAM…

Semantic information theory: Recent advances and future challenges

G Xin, P Fan, KB Letaief - 2023 - preprints.org
… • Channel Encoder: The role of the channel encoder is to encode and modulate the
semantic features of the message as signal to combat any noise or interference that may occur …

Semantic Importance-Aware Communications with Semantic Correction Using Large Language Models

S Guo, Y Wang, J Ye, A Zhang, K Xu - arXiv preprint arXiv:2405.16011, 2024 - arxiv.org
semantic understanding. This paper explores understanding-level semantic communications
(… constraint, we formulate the semantic-aware adaptive modulation and coding problem as …

[引用][C] Advances in Wireless Communications: Multi-user Constellation Design and Semantic Information Coding

P Chen - 2023

On the role of ViT and CNN in semantic communications: Analysis and prototype validation

H Yoo, L Dai, S Kim, CB Chae - IEEE Access, 2023 - ieeexplore.ieee.org
communications systems that separate source coding, channel coding, and modulation, a
semantic communications system conducts joint source-channel coding using a deep neural …

Automatic and flexible transmission of semantic map images using polar codes for end-to-end semantic-based communication systems

H Rezaei, T Sivalingam… - … Radio Communications  …, 2023 - ieeexplore.ieee.org
… of semanticsemantic segmentation map images over a communication channel. An additive
white Gaussian noise (AWGN) channel using binary phase-shift keying (BPSK) modulation