Spectrum prediction algorithm in ISM band based on two-dimensional LMBP neural network

Spectrum prediction algorithm in ISM band based on two-dimensional LMBP neural network

With the rapid development and application of short-range wireless communications technology，the electromagnetic interference of ISM（2.4 GHz）band has become more apparent.Using the spectral prediction algorithm to predict the information of spectrum occupancy has become an effective way to solve the...

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Bibliographic Details
Main Authors: Xiaoyu WAN, Pan HU, Zhengqiang WANG
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2016-03-01
Series:Dianxin kexue
Subjects:
time-frequency correlation of ISM band
BP neural network
LMBP neural network of time and frequency domain
accuracy of the spectrum prediction
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016083/
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http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016083/

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