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1. (WO2018103524) PREDICTION OF PERFORMANCE INDICATORS IN CELLULAR NETWORKS

Pub. No.:    WO/2018/103524    International Application No.:    PCT/CN2017/111915
Publication Date: Fri Jun 15 01:59:59 CEST 2018 International Filing Date: Tue Nov 21 00:59:59 CET 2017
IPC: H04W 24/00
H04L 12/24
Applicants: HUAWEI TECHNOLOGIES CO., LTD.
Inventors: SHEEN, Baoling
LI, Ying
YANG, Jin
WANG, Ji
ZHAO, Wenwen
Title: PREDICTION OF PERFORMANCE INDICATORS IN CELLULAR NETWORKS
Abstract:
A system and method of predicting cellular network performance based on observed performance indicator data from cells in the cellular network. The method includes accessing a set of observed performance indicator data, the performance indicator data including a time sequenced measure of performance indicators for the cellular network. The method then classifies the observed performance data based on a cell as one of a high load growth cell and a high load non-growth cell. Based on the classification of the cell, the method computes a future value of at least one performance indicator using a predictive model based on testing data for the cell in the observed performance indicator data. The predictive model is derived from training data in the observed performance indicator data. An indication of the future value of the at least one of the performance indicators is output when the future value exceeds an alarm value.