With the deployment of the fifth generation (5G) in many countries, people start to think about what the next-generation of wireless communications will be. The current communication …
J Dai, P Zhang, K Niu, S Wang, Z Si… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
Classical communication paradigms focus on accurately transmitting bits over a noisy channel, and Shannon theory provides a fundamental theoretical limit on the rate of reliable …
Research on intelligent wireless network aims at the development of a human society which is ubiquitous and mobile, simultaneously providing solutions to the coverage, capacity, and …
Q Zhou, R Li, Z Zhao, Y Xiao… - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
Semantic communication has witnessed a great progress with the development of natural language processing (NLP) and deep learning (DL). Although existing semantic …
Y Bo, Y Duan, S Shao, M Tao - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic communications have emerged as a new paradigm for improving communication efficiency by transmitting the semantic information of a source message that is most relevant …
With the increasing demand for intelligent services, the sixth-generation (6G) wireless networks will shift from a traditional architecture that focuses solely on a high transmission …
Semantic communication allows the receiver to know the intention instead of the bit information itself, which is an emerging technique to support real-time human-machine and …
Recently, there has been a growing interest in learning-based semantic communication because it can prioritize the preservation of meaningful semantic information over the …
We introduce a new semantic communication mechanism-SemanticRL, whose key idea is to preserve the semantic information instead of strictly securing the bit-level precision. Unlike …