Generative AI-Driven Semantic Communication Networks: Architecture, Technologies, and Applications
Guangdong University of Technology · Nanyang Technological University · +2 more institutions
Abstract
Generative artificial intelligence (GAI) has emerged as a rapidly burgeoning field demonstrating significant potential in creating diverse content intelligently and automatically. To support such artificial intelligence-generated content (AIGC) services, future communication systems must fulfill stringent requirements, including high data rates, throughput, and low latency, while efficiently utilizing limited spectrum resources. Semantic communication (SemCom) has been deemed as a revolutionary communication scheme to tackle this challenge by conveying the meaning of messages instead of bit reproduction. GAI algorithms serve as the foundation for enabling intelligent and efficient SemCom systems in terms of…
Citation impact
- FWCI
- 36.09
- Percentile
- 100%
- References
- 203
Authors
7- CLChengsi LiangCorresponding
Guangdong University of Technology, Nanyang Technological University, University of Glasgow
- HDHongyang Du
Guangdong University of Technology, Nanyang Technological University, University of Hong Kong
- YSYao Sun
Guangdong University of Technology, Nanyang Technological University, University of Glasgow
- DNDusit Niyato
Guangdong University of Technology, Nanyang Technological University, University of Glasgow
- JKJiawen Kang
Guangdong University of Technology, Nanyang Technological University, University of Glasgow
Topics & keywords
- Computer science
- Computer architecture
- Architecture
- Generative grammar
- Artificial intelligence