ADVANCED METHOD FOR QoE EVALUATION AND IMPROVEMENT IN MODERN CELLULAR NETWORKS

QoE is almost the most important
parameter, estimating which it is possible to determine
user experience and compare it with users' expectations.
Respective method based on the principles of machine
learning has been developed to assess and optimize the
state of the network in order to improve the quality of
service provision to users by cellular operators using the
model of service quality control system. Proposed
method is a very effective instrument for request
formation from users, network status monitoring,
service providing quality control integral marks
modelling and their optimization, search of degradation
reasons and reporting ranging.