• DocumentCode
    1788355
  • Title

    Information-centric collaborative data collection for mobile devices in wireless sensor networks

  • Author

    Gang Xu ; Ngai, Edith ; Jiangchuan Liu

  • Author_Institution
    Dept. of Inf. Technol., Uppsala Univ., Uppsala, Sweden
  • fYear
    2014
  • fDate
    10-14 June 2014
  • Firstpage
    36
  • Lastpage
    41
  • Abstract
    The advancement of smart phones enables mobile users to collect data from their surrounding sensors using short-range wireless communication. However, the limited contact time and the wireless capacity constrain the amount of data to be collected by the mobile users. It is crucial for mobile users to collect sensing data that can maximize their data utility. In this paper, we propose a distributed algorithm to provide information-centric ubiquitous data collection for multiple mobile users. The mobile users construct data collection trees adaptively according to their dynamic moving speeds. They prioritize data collection according to the information value carried by the sensing data. The distributed algorithm can support smooth data collection and coordination among multiple mobile users. We evaluate the data utility, energy efficiency and scalability of our solution with extensive simulations. The results showed that our distributed algorithm can improve information value up to 50% and reduce energy consumption to half compared with the existing approach.
  • Keywords
    distributed algorithms; mobile computing; smart phones; wireless sensor networks; data collection trees; data utility; distributed algorithm; dynamic moving speeds; energy consumption reduction; energy efficiency; information-centric collaborative data collection; information-centric ubiquitous data collection; limited contact time; mobile devices; sensing data collection; short-range wireless communication; smart phones; surrounding sensors; wireless capacity constrain; wireless sensor networks; Ad hoc networks; Data collection; Mobile communication; Mobile computing; Sensors; Wireless communication; Wireless sensor networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (ICC), 2014 IEEE International Conference on
  • Conference_Location
    Sydney, NSW
  • Type

    conf

  • DOI
    10.1109/ICC.2014.6883291
  • Filename
    6883291