A Survey on Deep Learning Based Channel Estimation in Doubly Dispersive Environments

A Survey on Deep Learning Based Channel Estimation in Doubly Dispersive Environments

Wireless communications systems are impacted by multi-path fading and Doppler shift in dynamic environments, where the channel becomes doubly-dispersive and its estimation becomes an arduous task. Only a few pilots are used for channel estimation in conventional approaches to preserve high data rate...

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Bibliographic Details
Main Authors: Abdul Karim Gizzini, Marwa Chafii
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Artificial neural networks
channel estimation
convolutional neural networks
deep learning
Doppler effect
feedforward neural networks
Online Access:https://ieeexplore.ieee.org/document/9813719/

Internet

https://ieeexplore.ieee.org/document/9813719/

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