Lightweight neural network based SNIP for CSI feedback in massive MIMO

Abstract CsiNet, a deep neural network framework, utilizes an autoencoder to efficiently transmit downlink channel state information (CSI) in the feedback link, which reduces the cost of feedback, and significantly improves the quality of the reconstruction. However, the model with massive parameter...

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Bibliographic Details
Main Authors: Yue Cui, Hongfu Liu, Fangmin Xu, Bin Li, Chenglin Zhao
Format: Article
Language:English
Published: Wiley 2023-10-01
Series:Electronics Letters
Subjects:
Online Access:https://doi.org/10.1049/ell2.12843