US 12,309,623 B2
Method for managing proper operation of base station and system applying the method
Yong-Jie Zhang, Shenzhen (CN); and Yun-Feng Peng, Shenzhen (CN)
Assigned to Nanning FuLian FuGui Precision Industrial Co., Ltd., Nanning (CN)
Filed by Nanning FuLian FuGui Precision Industrial Co., Ltd., Nanning (CN)
Filed on May 27, 2022, as Appl. No. 17/826,638.
Claims priority of application No. 202110866591.0 (CN), filed on Jul. 29, 2021.
Prior Publication US 2023/0034061 A1, Feb. 2, 2023
Int. Cl. H04W 24/06 (2009.01); H04B 7/04 (2017.01); H04W 16/18 (2009.01); H04W 16/28 (2009.01); H04W 24/02 (2009.01)
CPC H04W 24/06 (2013.01) [H04W 16/18 (2013.01)] 15 Claims
OG exemplary drawing
 
1. A method for managing proper operation of a base station, the method comprising:
establishing a base station data model to realize remote monitoring integration of different base stations;
collecting a key performance indicator (KPI) and an alarm event uploaded by the base stations through the base station data model;
grouping cells covered by the base stations, and building a health management model for base station operation based on cell grouping, KPI and the alarm event;
receiving KPIs and alarm events uploaded by the base stations, and updating a health level of each base station according to the base station health management model;
performing offline model training on the base station health management model; and
realizing online prediction of KPIs and alarm events according to the trained base station health management model.