Il ruolo della Quality of Experience e della Voce nelle reti 5G

E Cipressi - 2020 - iris.unimore.it
QoE was related to network metrics and human-based features like age, gender and type of
headset. The major findings were: i) Ordinal Logit Regression … the QoE perceived by VoLTE

[PDF][PDF] The role of Quality of Experience and Voice in 5G Networks

E CIPRESSI - iris.unimore.it
QoE was related to network metrics and human-based features like age, gender and type of
headset. The major findings were: i) Ordinal Logit Regression … the QoE perceived by VoLTE

An effective machine learning (ML) approach to quality assessment of voice over IP (VoIP) calls

E Cipressi, ML Merani - IEEE Networking Letters, 2020 - ieeexplore.ieee.org
VoLTE, as well as in 5G networks. To the best of our knowledge, all the investigations on
VoIP QoE … an intermediate approach between classification and regression, and it is our belief …

Predicting Quality of Experience from Performance Indicators: Modelling aggregated user survey responses based on telecommunications networks performance …

C Vestergaard - 2022 - diva-portal.org
… at least partially estimating QoE and that the model can capture … use voice services that are
neither VoLTE nor VoWLAN. Third-… of using a regression approach to model the relationship …

VoicePerf: A Quality Estimation Approach for No-reference IP Voice Traffic

P Orosz, T Tóthfalusi - NOMS 2020-2020 IEEE/IFIP Network …, 2020 - ieeexplore.ieee.org
… not model the behavior of jitterbuffers in real VoLTEQoE estimation of call quality, we
applied regression analysis using curve estimation in IBM SPSS [37]. We used the inverse model

QoE assessment model based on continuous deep learning for video in wireless networks

X Liu, G Chuai, X Wang, Z Xu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
models for QoE and QoS mapping, we found that the regression error (RMSE) of all models
is … Forconi, “Qos kpi and qoe kqi relationship for lte video streaming and volte services,” in …

Machine learning based user QoE evaluation for video streaming over Mobile network

Y Zhu, T Sun, Q Li, L Lu, X Duan… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
QoE based on network parameters of the user terminal equipment, it is difficult to predict QoE
… machine learning based QoE evaluation method is proposed to evaluate user QoE in real-…

[HTML][HTML] Hybrid intelligent model for real time assessment of voice quality of service

JO Mebawondu, FM Dahunsi, OS Adewale - Scientific African, 2020 - Elsevier
… over LTE (VoLTE) and video quality by carrying out experimental measurement on VoLTE
… The method used is AMR codec voice, a novel and application QoE measurement for voice …

[PDF][PDF] Addis Ababa Institute of Technology School of Electrical and Computer Technology Telecommunication Engineering Graduate Program

A Demilie - 2020 - scholar.archive.org
QoE modelling issue to measure QoE objectively. It proposes a QoE model which is used to
measure the QoE … and the QoE as dependent output variable for the regression. TABLE 3.2 …

A data-driven scheduler performance model for QoE assessment in a LTE radio network planning tool

PA Sánchez, S Luna-Ramírez, M Toril, C Gijón… - Computer Networks, 2020 - Elsevier
… Voice over LTE (VoLTE) service is not included here, due to the absence of VoLTE traffic in
… This does not imply a loss of generality, since, unlike the rest of services, VoLTE can easily …