Title
Can We Achieve Better Wireless Traffic Prediction Accuracy?
Abstract
Wireless traffic prediction is of great significance in wireless networks and communication systems, and has been widely studied. However, the theoretical limits of this prediction remain open, especially on whether the theoretical limit is valid and whether it can be approached by the actual prediction algorithm. This article performs voice traffic predictability analysis based on real entropy an...
Year
DOI
Venue
2021
10.1109/MCOM.001.2100079
IEEE Communications Magazine
Keywords
DocType
Volume
Support vector machines, Upper bound, Wireless networks, Time series analysis, Predictive models, Data science, Prediction algorithms
Journal
59
Issue
ISSN
Citations 
8
0163-6804
2
PageRank 
References 
Authors
0.36
0
4
Name
Order
Citations
PageRank
Junyao Guo120.36
Yineng Chen220.36
Jinkang Zhu313727.65
Sihai Zhang46319.50