Pregled bibliografske jedinice broj: 515395
Proactive copper pair troubleshooting utilizing Principal Component Analysis
Proactive copper pair troubleshooting utilizing Principal Component Analysis // Proceedings of the 18th International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2010)
Brač, Hrvatska, 2010. (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), stručni)
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Naslov
Proactive copper pair troubleshooting utilizing Principal Component Analysis
Autori
Boris Spahija ; Željko Deljac
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), stručni
Izvornik
Proceedings of the 18th International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2010)
/ - , 2010
Skup
SoftCOM 2010
Mjesto i datum
Brač, Hrvatska, 23.09.2010. - 25.09.2010
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
Principal Component Analysis; Broadband Telecommunication Networks; Proactive Network Maintenance
Sažetak
In this paper we are proposing proactive network maintenance method by enabling early recognition of telephone copper pairs that are affected by humidity. To enable simultaneous measurement of a large number of telephone lines, Principal Component Analysis is applied to collected DSLAM (Digital Subscriber Line Access Multiplexer) parameters and correlated with humidity data. This method allows for high precision pair classification and early dispatching of field repair units to fix the cables that display specific behavior, eliminating the need for customer’s report.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
POVEZANOST RADA
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
