A Neural Network MLSE Receiver Based on Natural Gradient Descent: Application to Satellite Communications

A Neural Network MLSE Receiver Based on Natural Gradient Descent: Application to Satellite Communications

<p/> <p>The paper proposes a maximum likelihood sequence estimator (MLSE) receiver for satellite communications. The satellite channel model is composed of a nonlinear traveling wave tube (TWT) amplifier followed by a multipath propagation channel. The receiver is composed of a neural ne...

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Bibliographic Details
Main Authors: Ibnkahla Mohamed, Yuan Jun
Format: Article
Language:English
Published: SpringerOpen 2004-01-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
neural networks
satellite communications
high-power amplifiers
Online Access:http://dx.doi.org/10.1155/S1110865704405010

Internet

http://dx.doi.org/10.1155/S1110865704405010

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