2 papers
cs.LG2025
Modeling and Performance Analysis for Semantic Communications Based on Empirical Results
Shuai Ma, Bin Shen, Chuanhui Zhang +5
Due to the black-box characteristics of deep learning based semantic encoders and decoders, finding a tractable method for the performance analysis of semantic communications is a…
eess.SP2025
Task-Oriented Semantic Communication with Importance-Aware Rate Control
Zhiye Sun, Shuai Ma, Shiyin Li
Semantic communication is recognized for its high compression efficiency and robust resistance to noise. However, utilizing a fixed transmission rate in environments with dynamic s…