Research on the Application of LSTM in MIMO Channel Estimation
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.
Long Short-Term Memory(LSTM)Multiple-Input Multiple-Output(MIMO)channel estimationDropout method
万方数据
维普
