1D-Concatenate based channel estimation DNN model optimization method

1D-Concatenate based channel estimation DNN model optimization method

In order to improve the channel estimation accuracy of DNN model in wireless communication, a DNN model optimization method based on 1D-Concatenate was proposed.In this method, Concatenate performs one-dimensional data transformation, the DNN model was introduced by hopping connection, the gradient...

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Bibliographic Details
Main Authors: Min LU, Zehao QIN, Zhihui CHEN, Min ZHANG, Guangxue YUE
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2023-04-01
Series:Dianxin kexue
Subjects:
channel estimation
deep neural network
Concatenate dimension conversion
data feature recovery
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023097/
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http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023097/

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