119 citations · 199 across the 9 of their papers we have counts for
9 papers
Flexible Deep Joint Source-Channel Coding: A Vibrotactile Example
Shuijie Li, Kemi Chen, Runjie Wang +2
The increasing demand for real-time tactile communication in multimedia systems has exposed the limitations of existing Joint Source-Channel Coding (JSCC) techniques. While current…
Object-Attribute-Relation Representation Based Video Semantic Communication
Qiyuan Du, Yiping Duan, Qianqian Yang +2
With the rapid growth of multimedia data volume, there is an increasing need for efficient video transmission in applications such as virtual reality and future video streaming ser…
Meta Federated Reinforcement Learning for Distributed Resource Allocation
Zelin Ji, Zhijin Qin, Xiaoming Tao
In cellular networks, resource allocation is usually performed in a centralized way, which brings huge computation complexity to the base station (BS) and high transmission overhea…
QoE-based Semantic-Aware Resource Allocation for Multi-Task Networks
Lei Yan, Zhijin Qin, Chunfeng Li +3
By transmitting task-related information only, semantic communications yield significant performance gains over conventional communications. However, the lack of mature semantic th…
Environment Semantics Aided Wireless Communications: A Case Study of mmWave Beam Prediction and Blockage Prediction
Yuwen Yang, Feifei Gao, Xiaoming Tao +2
In this paper, we propose an environment semantics aided wireless communication framework to reduce the transmission latency and improve the transmission reliability, where semanti…
A Generalized Semantic Communication System: from Sources to Channels
Zhijin Qin, Feifei Gao, Bo Lin +3
Semantic communication is regarded as the breakthrough beyond the Shannon paradigm, which transmits only semantic information to significantly improve communication efficiency. Thi…
Vector Quantized Semantic Communication System
Qifan Fu, Huiqiang Xie, Zhijin Qin +2
Although analog semantic communication systems have received considerable attention in the literature, there is less work on digital semantic communication systems. In this paper,…
A Unified Multi-Task Semantic Communication System for Multimodal Data
Guangyi Zhang, Qiyu Hu, Zhijin Qin +3
Task-oriented semantic communications have achieved significant performance gains. However, the employed deep neural networks in semantic communications have to be updated when the…
Deep Learning Enabled Semantic Communications with Speech Recognition and Synthesis
Zhenzi Weng, Zhijin Qin, Xiaoming Tao +3
In this paper, we develop a deep learning based semantic communication system for speech transmission, named DeepSC-ST. We take the speech recognition and speech synthesis as the t…