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
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;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2014 IEEE
Conference_Location :
Istanbul
DOI :
10.1109/WCNC.2014.6952486