Title :
A method of satellite network fault synthetic diagnosis based on C4.5 algorithm and expert knowledge database
Author :
Yusheng Lin;Shijie Ding;Yuqing Wang;Jizhao Geng
Author_Institution :
The 54th Research Institute of China Electronics Technology Group Corporation, Shijiazhuang, China
Abstract :
According to the actual need of fault location of satellite communication system, a fault synthetic diagnosis method based on C4.5 algorithm and expert knowledge database is proposed. The basic principle of C4.5 algorithm and expert knowledge database is discoursed. The process of building C4.5 fault diagnosis model and expert knowledge database is focused on and the implementation procedure of diagnosis process is described in detail.
Keywords :
"Databases","Time division multiple access","Decision trees","Fault diagnosis","Error analysis","Satellite communication","Interference"
Conference_Titel :
Wireless Communications & Signal Processing (WCSP), 2015 International Conference on
DOI :
10.1109/WCSP.2015.7340981
