Decentralized Video Streaming in Multi-Hop Wireless Networks: Incentive Mechanism and Energy Efficiency

被引:3
|
作者
Mousavi, Mardi [1 ]
Klein, Anja [1 ]
机构
[1] Tech Univ Darmstadt, Commun Engn Lab, D-64283 Darmstadt, Germany
来源
IEEE ACCESS | 2019年 / 7卷
关键词
Game theory; incentive mechanism; multi-hop networks; quality-of-experience; video streaming;
D O I
10.1109/ACCESS.2019.2909740
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper studies video streaming from a source to multiple receivers in wireless networks. The video is streamed with the help of intermediate users who forward the video to others. Two main challenges affect user satisfaction in this network. The users usually have 1) different willingness to contribute (forwarding the video), and; 2) different preferences regarding the video quality. To overcome the challenges, we propose a framework based on an incentive/taxation mechanism in which the forwarding users, depending on their spent energy, are paid by their corresponding receivers. The video is layered such that the more video layers are received, the higher the quality-of-experience (QoE) and the higher the price. Using a decentralized game-theoretic algorithm, we define a user-specific utility function whose maximization determines the number of video layers a user wishes to receive. The utility function captures the user's preferences including the importance of the video quality to her and her willingness to contribute. Our model supports the multicast transmission by which the receivers can use a common forwarder and share the cost. The simulation results show that the proposed model not only provides a higher QoE for the users compared to the preference-agnostic models but also improves the network social-welfare.
引用
收藏
页码:51329 / 51345
页数:17
相关论文
共 50 条
  • [1] Video streaming over multi-hop wireless networks
    Wang, H
    Farago, A
    Venkatesan, S
    ISM 2005: SEVENTH IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA, PROCEEDINGS, 2005, : 624 - 629
  • [2] Cross-layer QoE-based Incentive Mechanism for Video Streaming in Multi-hop Wireless Networks
    Mousavi, Mahdi
    Al-Shatri, Hussein
    KhudaBukhsh, Wasiur R.
    Koeppl, Heinz
    Klein, Anja
    2017 IEEE 86TH VEHICULAR TECHNOLOGY CONFERENCE (VTC-FALL), 2017,
  • [3] Incentive Routing Design for Covert Communication in Multi-hop Decentralized Wireless Networks
    Xie, Meng
    Liu, Jia
    Takakura, Hiroki
    Xu, Yang
    Li, Zhao
    Shiratori, Norio
    2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), 2022, : 49 - 54
  • [4] Maximization of Energy Efficiency in Wireless Multi-hop Networks
    Ghosh, Hia
    Dewangan, Keshaw
    2015 INTERNATIONAL CONFERENCE ON GREEN COMPUTING AND INTERNET OF THINGS (ICGCIOT), 2015, : 1272 - 1275
  • [5] Energy-Efficient Decentralized Broadcasting in Wireless Multi-Hop Networks
    Sterz, Artur
    Klose, Robin
    Sommer, Markus
    Hoechst, Jonas
    Link, Jakob
    Simon, Bernd
    Klein, Anja
    Hollick, Matthias
    Freisleben, Bernd
    SENSORS, 2023, 23 (17)
  • [6] A hierarchical queueing model for streaming video over multi-hop wireless networks
    Wang, Hao
    PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: NEW GENERATIONS, 2008, : 1065 - 1070
  • [7] How Mobility Impacts Video Streaming over Multi-Hop Wireless Networks?
    Zhou, Liang
    Wang, Haohong
    Guizani, Mohsen
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2012, 60 (07) : 2017 - 2028
  • [8] Energy Efficiency Analysis in Multi-Hop Wireless Sensor Networks
    Illes, Cosmina
    Vasar, Cristian
    Filip, Ioan
    Szeidert, Iosif
    2015 IEEE 10TH JUBILEE INTERNATIONAL SYMPOSIUM ON APPLIED COMPUTATIONAL INTELLIGENCE AND INFORMATICS (SACI), 2015, : 355 - 358
  • [9] System Scheduling for Multi-Description Video Streaming Over Wireless Multi-Hop Networks
    Zhou, Liang
    Geller, Benoit
    Zheng, Baoyu
    Wei, Anne
    Cui, Jingwu
    IEEE TRANSACTIONS ON BROADCASTING, 2009, 55 (04) : 731 - 741
  • [10] Network Coding Schemes For Multi-Layer Video Streaming On Multi-Hop Wireless Networks
    Baccouch, Hana
    Ageneau, Paul-Louis
    Tizon, Nicolas
    Boukhatem, Nadia
    2017 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2017,