MIMO-OFDM Symbol Detection via Echo State Networks

MIMO-OFDM Symbol Detection via Echo State Networks

Echo state network (ESN) is a specific neural network structure composed of high dimensional nonlinear dynamics and learned readout weights. This thesis considers applying ESN for symbol detection in multiple-input, multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM) systems. A ne...

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Bibliographic Details
Main Author: Zhou, Zhou
Other Authors: Electrical and Computer Engineering
Format: Others
Language:en_US
Published: Virginia Tech 2019
Subjects:
Echo State Network
MIMO-OFDM
Symbol Detection
Bit Error Rate
Online Access:http://hdl.handle.net/10919/95945

Internet

http://hdl.handle.net/10919/95945

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