Learning Wireless Data Knowledge Graph for Green Intelligent Communications: Methodology and Experiments

arXiv:2404.10365v1 Announce Type: cross
Abstract: Intelligent communications have played a pivotal role in shaping the evolution of 6G networks. Native artificial intelligence (AI) within green communication systems must meet stringent real-time requirements. To achieve this, deploying lightweight and resource-efficient AI models is necessary. However, as wireless networks generate a multitude of data fields and indicators during operation, only a fraction of them imposes significant impact on the network AI models. Therefore, real-time intelligence of communication systems heavily relies on a …

abstract ai models artificial artificial intelligence arxiv communication communications cs.lg cs.ni data eess.sp evolution generate graph green however intelligence intelligent knowledge knowledge graph methodology networks pivotal real-time requirements role systems type wireless