Improved volte qoe estimation procedure using network performance metrics

M Vaser, G Maggiore - 2019 Eleventh International Conference …, 2019 - ieeexplore.ieee.org
… The improvement has been realized by identifying the QoE and QoS … ), for VoLTE services,
and then applying a QoE/QoS mathematical relationship in order to adjust the expected QoE

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

Effects of packet loss and jitter on volte call quality

E Cipressi, ML Merani - arXiv preprint arXiv:1906.00750, 2019 - arxiv.org
… of AMR VoLTE calls on Ploss replicates the Quality of Experience (QoE) exponential …
This figure also reports the linear regression for the AMR-WB case, using(x) = A +B x as the …

A comparative study on the quality of narrow-band and wide-band AMR VoLTE calls

E Cipressi, ML Merani - 2019 15th International Wireless …, 2019 - ieeexplore.ieee.org
… the QoE perceived by VoLTE calls. To this … regression and the measured values: it turns
out that MSEexp = 2.03. Although not reported on the figure, we also tested the linear regression

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-…