An Efficient Multitask Scheduling Model for Wireless Sensor Networks
Author(s) -
Hongsheng Yin,
Honggang Qi,
Jingwen Xu,
Huang Xin,
Anping He
Publication year - 2014
Publication title -
journal of applied mathematics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.307
H-Index - 43
eISSN - 1687-0042
pISSN - 1110-757X
DOI - 10.1155/2014/969523
Subject(s) - computer science , wireless sensor network , key distribution in wireless sensor networks , network packet , computer network , scheduling (production processes) , queueing theory , distributed computing , wireless network , quality of service , real time computing , wireless , engineering , telecommunications , operations management
The sensor nodes of multitask wireless network are constrained in performance-driven computation. Theoretical studies on the data processing model of wireless sensor nodes suggest satisfying the requirements of high qualities of service (QoS) of multiple application networks, thus improving the efficiency of network. In this paper, we present the priority based data processing model for multitask sensor nodes in the architecture of multitask wireless sensor network. The proposed model is deduced with the M/M/1 queuing model based on the queuing theory where the average delay of data packets passing by sensor nodes is estimated. The model is validated with the real data from the Huoerxinhe Coal Mine. By applying the proposed priority based data processing model in the multitask wireless sensor network, the average delay of data packets in a sensor nodes is reduced nearly to 50%. The simulation results show that the proposed model can improve the throughput of network efficiently
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