Echo State Network for Fast Channel Prediction in Ricean Fading Scenarios

A fast channel prediction scheme is proposed for Ricean fading scenarios. By employing an echo state network (ESN), the scheme is able to obtain smaller prediction error than previous designs. Simulation results show that the ESN prediction method has lower normalized mean squared error than the tra...

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Veröffentlicht in:	IEEE communications letters 2017-03, Vol.21 (3), p.672-675
Hauptverfasser:	Yisheng Zhao, Hui Gao, Beaulieu, Norman C., Zhonghui Chen, Hong Ji
Format:	Artikel
Sprache:	eng
Schlagworte:	Channel prediction echo state network Fading channels Mathematical model Neurons Prediction algorithms Predictive models Ricean fading Training Transmitters
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