Quality of Experience’s Prediction in Mobile Networks : The case of VoIP service
Résumé
We present a comparative study of the functional data analysis approach and the approach based on the theory of signatures for a prediction problem in a Quality of Experience (QoE) monitoring projet. The problem we consider is a functional linear regression problem where both the dependent variables and the independent variables are functional variables. Our experiments demonstrate the efficiency of the signature approach for prediction in a difficult functional regression problem.
Domaines
Mathématiques [math]
Origine : Fichiers produits par l'(les) auteur(s)