Multiple-Input Multiple-Output(MIMO)technology,as a wireless communication technology,can significantly improve bandwidth.In order to further optimize the channel estimation strategy of this method,studied the basic principles of the Long Short-Term Memory(LSTM)model.In order to improve the generalization ability of LSTM,this paper introduces the Dropout method to optimize this method,this study explores the implementation process of using this method for MIMO channel estimation.Finally,this article tested our method using publicly available MIMO datasets,and the experimental results verified the effectiveness of our method.
关键词
长短期记忆(LSTM)/多输入多输出(MIMO)/信道估计/Dropout方法
Key words
Long Short-Term Memory(LSTM)/Multiple-Input Multiple-Output(MIMO)/channel estimation/Dropout method
维普
万方数据