公开(公告)号：US11863397B2

公开(公告)日：2024-01-02

申请号：US17782993

申请日：2020-10-21

Applicant: ZTE CORPORATION ,  Beijing University of Posts and Telecommunications

Inventor： Jing Han ,  Baisheng Zhang ,  Jianwei Liu ,  Xingquan Zuo ,  Yonghao Gu ,  Yangfan Xu ,  Jin Huang

IPC: H04L41/142 ,  H04L41/147 ,  H04L43/0876

CPC classification number: H04L41/142 ,  H04L41/147 ,  H04L43/0876

Abstract: Embodiments of the present disclosure relate to the field of communications, and disclose a traffic prediction method, including: acquiring traffic data of a first preset time period in a historical period, and pre-processing the traffic data; performing empirical mode decomposition (EMD) on pre-processed traffic data to obtain a plurality of component series; using a time series prediction model to fit the plurality of component series, and using a fitted time series prediction model to obtain a plurality of component prediction results for a second preset time period; accumulating all the component prediction results to obtain a traffic prediction result for the second preset time period. The present disclosure further provides a traffic prediction device and a storage medium.