• DocumentCode
    148935
  • Title

    An energy-efficient multi-sensor scheduling mechanism with QoS support for WBANs

  • Author

    Omidvar, Hamed ; Ashtiani, Farid ; Javidi, Tara ; Nasiri-Kenari, Masoumeh ; Vahdat, Bijan Vosoughi

  • Author_Institution
    Dept. of Electr. Eng., Sharif Univ. of Technol., Tehran, Iran
  • fYear
    2014
  • fDate
    6-9 April 2014
  • Firstpage
    1703
  • Lastpage
    1708
  • Abstract
    In wireless body area networks (WBANs) it is necessary to devise an energy-efficient MAC scheduling mechanism which is capable of meeting strict QoS requirements. In this paper, special characteristics of WBAN channels, namely, the slow fading, the periodicity of fading, and the correlation among the channels have been exploited to formulate the sensor scheduling problem as a partially observable Markov decision problem (POMDP). Specific algorithms based on value iteration and pruning have been proposed in order to reduce the computational burden associated with the corresponding POMDP. The proposed scheduling mechanism is compared against a TDMA scheduling for a three-sensor network, and an average 22-32% improvement in energy consumption and slight improvement in reliability is reported.
  • Keywords
    Markov processes; body area networks; energy conservation; fading channels; iterative methods; quality of service; scheduling; telecommunication network reliability; wireless sensor networks; POMDP; QoS support; TDMA scheduling; WBAN channel; energy consumption; energy-efficient MAC scheduling mechanism; energy-efficient multisensor scheduling mechanism; iteration algorithm; partially observable Markov decision problem; reliability; slow fading channel correlation; wireless body area network; Delays; Energy consumption; Fading; Gold; Probability distribution; Quality of service; Vectors; Energy-Efficient MAC; POMDP; Scheduling; WBAN;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications and Networking Conference (WCNC), 2014 IEEE
  • Conference_Location
    Istanbul
  • Type

    conf

  • DOI
    10.1109/WCNC.2014.6952486
  • Filename
    6952486