Naslov
A BB Network Faults Simulator Based on Neural Networks

Autori
Željko Deljac ; Robert Moštak ; Tatjana Stjepanović

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of 33rd international convention on information and communication technology, electronics and microelectronics - MIPRO 2010 / - , 2010

Skup
Mipro 2010

Mjesto i datum
Opatija, Hrvatska, 22.05.2010. - 25.05.2010

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Broadband telecommunication natwork; Faults; Neural Networks

Sažetak
The aim of this paper is to explore possibilities of applying neural networks to create a simulator of user interference on broadband (BB) networks. The model is made on the basis of one-year monitoring of broadband interferences, divided by service, the reporting day of the week and the exact time of occurrence. The basic idea is to create a neural network capable of accepting the three groups of input data (time, date and a service), and calculate the number of disturbances in the time unit for a given service as output data. Dispersion is also added in form of white noise based on actual values. Accuracy check of the tested model is made by comparing the simulated and the real data

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

POVEZANOST RADA