Spectrum Prediction Based on Taguchi Method in Deep Learning With Long Short-Term Memory

Spectrum Prediction Based on Taguchi Method in Deep Learning With Long Short-Term Memory

Spectrum prediction is a promising technology in cognitive radio networks, since it can reduce considerable time and energy consumed in spectrum sensing process. Many spectrum prediction algorithms have achieved good performance, but majority of them with shallow architecture cannot capture the inhe...

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Bibliographic Details
Main Authors: Ling Yu, Jin Chen, Guoru Ding, Ya Tu, Jian Yang, Jiachen Sun
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Deep learning
LSTM neural network
spectrum prediction
taguchi method
Online Access:https://ieeexplore.ieee.org/document/8428623/

Internet

https://ieeexplore.ieee.org/document/8428623/

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