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Choosing a structure for the subsystem for analyzing user’s response to the quality of internet services on multimedia traffic

DOI 10.18127/j19997493-201804-10

Keywords:

V.A. Galkin – Ph.D.(Eng.), Associate Professor, Department «Information Processing and Control Systems», Bauman Moscow State Technical University
E-mail: galkin@bmstu.ru
S.N. Krasilnikov – Master, Department «Information Processing and Control Systems», Bauman Moscow State Technical University
E-mail: sergkras1994@gmail.com
V.B. Popenkov – Master, Department «Information Processing and Control Systems», Bauman Moscow State Technical University
E-mail: vpopenkov11@gmail.com
J.C. Gonsales Gusev – Post-graduate Student, Department «Information Processing and Control Systems», Bauman Moscow State Technical University
E-mail: jcgonzalezgusev@gmail.com


The article is devoted to the choice of the ANFIS network configuration for the subsystem for analyzing the reaction of users to the quality of Internet services provided for multimedia traffic.
An ANFIS network training simulation was conducted using a hybrid learning algorithm and an error back-propagation algorithm with various membership functions. The simulation was carried out in the MatLab environment.
After analyzing the results, the best configuration of the ANFIS structure was chosen for the subsystem for analyzing user reactions to the quality of Internet services provided for multimedia traffic.

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