A Novel Channel Estimation Framework in MIMO Using Serial Cascaded Multiscale Autoencoder and Attention LSTM with Hybrid Heuristic Algorithm

A Novel Channel Estimation Framework in MIMO Using Serial Cascaded Multiscale Autoencoder and Attention LSTM with Hybrid Heuristic Algorithm

In wireless communication, multiple signals are utilized to receive and send information in the form of signals simultaneously. These signals consume little power and are usually inexpensive, with a high data rate during data transmission. An Multi Input Multi Output (MIMO) system uses numerous ante...

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Bibliographic Details
Main Authors: B. M. R. Manasa, Venugopal Pakala, Ravikumar Chinthaginjala, Manel Ayadi, Monia Hamdi, Amel Ksibi
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Sensors
Subjects:
channel estimation scheme
multiple input multiple output channel
hybrid serial cascaded network
revised position-based wild horse and energy valley optimizer
long short term memory
autoencoder
Online Access:https://www.mdpi.com/1424-8220/23/22/9154

Internet

https://www.mdpi.com/1424-8220/23/22/9154

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