• DocumentCode
    37880
  • Title

    Video-Quality-Driven Resource Allocation for Real-Time Surveillance Video Uplinking Over OFDMA-Based Wireless Networks

  • Author

    Po-Han Wu ; Chih-Wei Huang ; Jenq-Neng Hwang ; Jae-Young Pyun ; Juan Zhang

  • Author_Institution
    USA Lab., Bellevue, WA, USA
  • Volume
    64
  • Issue
    7
  • fYear
    2015
  • fDate
    Jul-15
  • Firstpage
    3233
  • Lastpage
    3246
  • Abstract
    This paper proposes an effective real-time video uplink (UL) framework for mobile wireless camera networks (WCN) over an orthogonal frequency-division multiple access (OFDMA), based infrastructure. Mobile wireless camera stations (CSs) transmit their videos in real time to a base station (BS) so that these live video streams can be archived or fed to subscribers to facilitate real-time video monitoring. Based on the utility function driven by video quality, the target bit rate resulting in the highest possible utility is quickly set for each UL video. To optimize system performance, a real-time video packet scheduler and a spectral-efficient resource-allocation policy are derived. This scheduler is also capable of exploiting the inherent diversity gain due to channel variations. Using fourth-generation (4G) mobile network protocols and a realistic wireless channel model, it is demonstrated through our extensive simulations that our proposed method can significantly enhance utility, boost spectral efficiency, and stabilize video quality.
  • Keywords
    4G mobile communication; OFDM modulation; frequency division multiple access; mobile radio; spectral analysis; telecommunication scheduling; video cameras; video streaming; video surveillance; wireless channels; wireless sensor networks; 4G mobile network protocol; BS; CS; OFDMA-based wireless network; UL framework; WCN; base station; fourth-generation mobile network protocol; live video streaming; mobile wireless camera network; mobile wireless camera station; orthogonal frequency division multiple access; real-time surveillance video uplinking; real-time video monitoring; real-time video packet scheduler; spectral efficiency; spectral-efficient resource allocation policy; utility function; video quality driven resource allocation; wireless channel model; Bit rate; Cascading style sheets; Quality assessment; Real-time systems; Streaming media; Video recording; Wireless communication; Cross-layer design; Long-Term Evolution (LTE); Worldwide Interoperability for Microwave Access (WiMAX); mobile surveillance system; video quality driven (VQD); video uplink (UL);
  • fLanguage
    English
  • Journal_Title
    Vehicular Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9545
  • Type

    jour

  • DOI
    10.1109/TVT.2014.2350002
  • Filename
    6880864