Proposed QoE Models Associated with Delay and Jitter Using Subjective Approach and Applications for 4G and 5G Networks

被引:2
作者
Daengsi, Therdpong [1 ]
Sirawongphatsara, Patsita [2 ]
Wuttidittachotti, Pongpisit [3 ]
机构
[1] RMUTP, Sustainable Ind Management Engn, Bangkok, Thailand
[2] RMUTT, Dept Comp Sci, Bangkok, Thailand
[3] KMUTNB, Data Commun & Networking, Bangkok, Thailand
来源
2021 INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGIES AND NETWORKING (COMMNET'21) | 2021年
关键词
5G; delay; latency; jitter; QoE; QoS; EXPERIENCE; QUALITY; VOICE;
D O I
10.1109/CommNet52204.2021.9642000
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This study aims to propose the Quality of Experience (QoE) models with the assumption that users' perception may vary according to the technology changes. Therefore, 24 subjects participated by using an online questionnaire form. The QoE models for delay and jitter were created. The obtained models were applied to evaluate 4G and 5G networks in Thailand and found that 5G networks in Bangkok have excellent performance while 4G networks have fair to poor performance. The average Mean Opinion Score (MOS) results referring to delay and jitter in this study are 4.48 and 4.54 respectively, whereas the results from 4G networks referring to delay and jitter is 3.80 and 3.22 maximum respectively. The MOS results from this study can be understood by general users easily. Thus, the concept to create models as shown in this paper can be extended to the other QoS parameters.
引用
收藏
页码:153 / +
页数:4
相关论文
共 22 条
  • [1] AL-Mahadeen BM, 2017, INT J COMPUT SCI NET, V17, P132
  • [2] [Anonymous], 2003, TELECOMMUNICATIONS I
  • [3] [Anonymous], 2015, ITU T RECOMMENDATION
  • [4] [Anonymous], 2018, PROC ISETC 2018
  • [5] Assem H., 2013, 2013 International Conference on Computing, Networking and Communications (ICNC 2013), P927, DOI 10.1109/ICCNC.2013.6504214
  • [6] Containerized Development and Microservices for Self-Driving Vehicles: Experiences & Best Practices
    Berger, Christian
    Nguyen, Bjornborg
    Benderius, Ola
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ARCHITECTURE WORKSHOPS (ICSAW), 2017, : 7 - 12
  • [7] Quality of Service as a Baseline for 5G: A Recent Study of 4G Network Performance in Thailand
    Daengsi, Therdpong
    Wuttidittachotti, Pongpisit
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION, NETWORKS AND SATELLITE (COMNETSAT), 2020, : 395 - 399
  • [8] Daengsi T, 2020, IEEE 10TH SYMPOSIUM ON COMPUTER APPLICATIONS AND INDUSTRIAL ELECTRONICS (ISCAIE 2020), P160, DOI [10.1109/ISCAIE47305.2020.9108819, 10.1109/iscaie47305.2020.9108819]
  • [9] QoE Modeling for Voice over IP: Simplified E-model Enhancement Utilizing the Subjective MOS Prediction Model: A Case of G.729 and Thai Users
    Daengsi, Therdpong
    Wuttidittachotti, Pongpisit
    [J]. JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT, 2019, 27 (04) : 837 - 859
  • [10] ETSI, WHY DO WE NEED 5G?