QoE-Aware Video Streaming over Integrated Space and Terrestrial 5G Networks

被引:4
|
作者
Kumar, Satish [1 ]
Wang, Ning [2 ]
Rahulan, Yogaratnam [3 ]
Evans, Barry [2 ,4 ]
机构
[1] Univ Surrey, Innovat Ctr 5GIC 6GIC, Guildford, Surrey, England
[2] Univ Surrey, 5GIC 6GIC, Guildford, Surrey, England
[3] Univ Surrey, Inst Commun Syst, Guildford, Surrey, England
[4] Univ Surrey, Inst Commun Res, Guildford, Surrey, England
来源
IEEE NETWORK | 2021年 / 35卷 / 04期
基金
欧盟地平线“2020”;
关键词
SATELLITE BACKHAUL;
D O I
10.1109/MNET.011.2100082
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The integration of the space information network (SIN) with terrestrial infrastructures has been attracting significant attention in the context of 5G, where satellite communications can be leveraged as additional capabilities such as backhauling between the core network and remote mobile edge sites. However, simple addition of SIN capabilities to terrestrial 5G does not automatically lead to enhanced service performance without systematic scheduling of coexisting resources. In this article, we focus on the scenario of multi-link video streaming over both parallel geostationary Earth orbit (GEO) satellite and terrestrial 5G backhaul links for enhancing user quality of experience and network efficiency. The distinct challenge is the complex optimization of scheduling video segment delivery via two parallel channels with very different characteristics while striving to enhance the video quality and resource optimality. We carried out systematic experiments based on a real-life 5G testing framework with integrated GEO satellite and terrestrial backhaul links. The experimental results demonstrate the effectiveness of our proposed 5G edge-computing-based solution for holistically achieving assured user experiences and optimized network resource efficiency in terms of video traffic offloading.
引用
收藏
页码:95 / 101
页数:7
相关论文
共 50 条
  • [1] QoE-Aware Routing for Video Streaming over Wired Networks
    Ammar, Doreid
    Varela, Martin
    [J]. 2015 IEEE 23RD INTERNATIONAL SYMPOSIUM ON QUALITY OF SERVICE (IWQOS), 2015, : 71 - 72
  • [2] QoE-aware Routing for Video Streaming over VANETs
    Pham Tran Anh Quang
    Piamrat, Kandaraj
    Viho, Cesar
    [J]. 2014 IEEE 80TH VEHICULAR TECHNOLOGY CONFERENCE (VTC FALL), 2014,
  • [3] QoE-aware Video Adaptive Streaming over HTTP
    Dac, Chien T.
    Tran, Huyen T. T.
    Truong Thu Huong
    Son Tran
    Nguyen Huu Thanh
    Pham Ngoc Nam
    Truong Cong Thang
    [J]. IEEE ICCE 2020: 2020 IEEE EIGHTH INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND ELECTRONICS (ICCE), 2021, : 117 - 122
  • [4] QoE-aware Video Streaming in Heterogeneous Cellular Networks
    Kulkarni, Adita
    Seetharam, Anand
    [J]. 2021 IEEE 18TH ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2021,
  • [5] QoE-aware Routing for Video Streaming over Ad-hoc Networks
    Pham Tran Anh Quang
    Piamrat, Kandaraj
    Viho, Cesar
    [J]. 2014 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2014), 2014, : 181 - 186
  • [6] Towards QoE-Aware HAS Video Streaming Over LTE
    Sobhani, Ashkan
    Yassine, Abdulsalam
    Shirmohammadi, Shervin
    [J]. 2017 IEEE 28TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR, AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2017,
  • [7] A QoE-Aware Video Quality Guarantee Mechanism in 5G Network
    Wang, Ruyan
    Yang, Yan
    Wu, Dapeng
    [J]. IMAGE AND GRAPHICS (ICIG 2017), PT II, 2017, 10667 : 336 - 352
  • [8] QoE-Aware Adaptive Bitrate Video Streaming over Mobile Networks with Caching Proxy
    Dong, Kai
    He, Jun
    Song, Wei
    [J]. 2015 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS (ICNC), 2015, : 737 - 741
  • [9] Towards QoE-aware adaptive video streaming
    Devlic, Alisa
    Kamaraju, Pavan
    Lungaro, Pietro
    Segall, Zary
    Tollmar, Konrad
    [J]. 2015 IEEE 23RD INTERNATIONAL SYMPOSIUM ON QUALITY OF SERVICE (IWQOS), 2015, : 75 - 76
  • [10] Deep Reinforcement Learning for QoE-Aware Offloading in Space-Terrestrial Integrated Networks
    Deng, Xia
    Lin, Guole
    Chang, Le
    Tong, Fei
    [J]. 2023 19TH INTERNATIONAL CONFERENCE ON MOBILITY, SENSING AND NETWORKING, MSN 2023, 2023, : 246 - 253