Predicting Large-Scale WLAN Traffic via Granger Causality Based Bayesian Network

Predicting Large-Scale WLAN Traffic via Granger Causality Based Bayesian Network

Granger causality existed between traffic at different access points of large-scale wireless LANs was discovered.The Granger causality illustrates that the historical traffic of access points that exist causality within target access points help predict the future of target access points with better...

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Bibliographic Details
Main Authors: Hao Wang, Yunfei Lv, Yuanbao Chen, Yunfei Peng
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2015-08-01
Series:Dianxin kexue
Subjects:
WLAN
traffic prediction
traffic characteristics
Granger causality
Bayesian network
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015201/
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http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015201/

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