Application of AI-Based Channel Information Prediction in 6G
The application of AI-based channel information prediction in the 6G communication system is deeply discussed from the following six dimensions:the channel model of channel information prediction,the channel information prediction scheme,the data collection method,the model monitoring technology,validation results,and opportunities and challenges of AI-based channel information prediction.In the analysis of channel information prediction schemes,various channel information prediction strategies are widely explored;in the data collec-tion section,the influence of different reference signal transmission types and data collection ranges is analyzed in detail;in the model moni-toring,three possible monitoring methods are discussed.In addition,the effectiveness and superiority of AI-based channel information pre-diction technology are presented through simulation verification.
multi-input multi-outputchannel information predictionartificial intelligencemodel monitoringmodel training
NETL
NSTL
万方数据
