Online Spectrum Prediction With Adaptive Threshold Quantization

Online Spectrum Prediction With Adaptive Threshold Quantization

In this paper, we explore the spectrum inference to achieve the spectrum occupancy in advance through analyzing the historical spectrum. We have conceived an offline-online cooperative framework. Specifically, the hyperparameters can be achieved on an offline way, which will be used for online predi...

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Bibliographic Details
Main Authors: Haoyu Li, Xiaojin Ding, Yiguang Yang, Zhuochen Xie, Gengxin Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Adaptive threshold quantization
spectrum prediction
long short-term memory (LSTM)
Online Access:https://ieeexplore.ieee.org/document/8920047/

Internet

https://ieeexplore.ieee.org/document/8920047/

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