Computer Science and Information Systems 2011 Volume 8, Issue 4, Pages: 1009-1025
https://doi.org/10.2298/CSIS110420066L
Full text ( 157 KB)
A redistribution method to conserve data in isolated energy-harvesting sensor networks
Liu Peng (Institute of Computer Application Technology, Hangzhou Dianzi University Hangzhou, China)
Zhang Song (Institute of Computer Application Technology, Hangzhou Dianzi University Hangzhou, China)
Qiu Jian (Institute of Computer Application Technology, Hangzhou Dianzi University Hangzhou, China)
Shen Xingfa (Institute of Computer Application Technology, Hangzhou Dianzi University Hangzhou, China)
Zhang Jianhui (Institute of Computer Application Technology, Hangzhou Dianzi University Hangzhou, China)
In ambient monitoring applications, the sensing field may be so far away from
the data center that causes the direct relay routes between the sensor
network and the data center impossible. Typically, in such isolated sensor
network, data is stored in a distributed manner and collected by data mule.
To improve the efficiency, sensed data is normally stored near the area where
the mule will pass by with respect to storage limitation. However, previous
researches didn’t consider the energy constraint and energy harvesting
capability of nodes. The purpose of this paper is to design a solution for
fair data storage under space and energy limitation only based on local
information. We propose a heuristic Distributed Energy-aware Data
Conservation method (DEDC), which considers following two issues: i)where to
store data with respect to energy and space storage, ii) how to prioritize
the transmission of important data. Simulation has shown that the method is
effective, energy efficient and robustness.
Keywords: isolated wireless sensor networks, energy-harvesting, data conservation