Res-DNN based signal detection algorithm for end-to-end MIMO systems

Res-DNN based signal detection algorithm for end-to-end MIMO systems

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Deep learning can improve the effect of signal detection by extracting the inherent characteristics of wireless communication data.To solve the tradeoff between the performance and complexity of MIMO system signal detection, an end-to-end MIMO system signal detection scheme based on deep learning wa...

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Bibliographic Details
Main Authors: Guoquan LI, Yonghai XU, Jinzhao LIN, Zhengwen HUANG
Format: Article
Language:zho
Published: China InfoCom Media Group 2022-03-01
Series:物联网学报
Subjects:
deep learning
MIMO system
signal detection
Res-DNN
end-to-end
Online Access:http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2022.00256/
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