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

Omidvar, H ; Sharif University of Technology

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  1. Type of Document: Article
  2. DOI: 10.1109/WCNC.2014.6952486
  3. Abstract:
  4. 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
  5. Keywords:
  6. Energy-Efficient MAC ; Energy efficiency ; Energy utilization ; Iterative methods ; Networks (circuits) ; Quality of service ; Sensor networks ; Time division multiple access ; Wireless telecommunication systems ; Computational burden ; Energy efficient ; Partially observable markov decision problems ; POMDP ; Scheduling mechanism ; Sensor scheduling ; WBAN ; Wireless body area network ; Scheduling
  7. Source: IEEE Wireless Communications and Networking Conference, WCNC ; 2014 , pp. 1703-1708 ; ISSN: 15253511
  8. URL: http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6952486&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6952486