A Study of Cellular Traffic Data Prediction by Kernel ELM with Parameter Optimization

Accurate and efficient prediction of mobile network traffic in a public setting with changing flow of people can not only ensure a stable network but also help operators make resource scheduling decisions before reasonably allocating resources. Therefore, this paper proposes a method based on kernel...

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Bibliographic Details
Main Authors: Xiaoliang Zheng, Wenhao Lai, Hualiang Chen, Shen Fang, Ziqiao Li
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/10/3517