Statistical Analysis to Extract Effective Parameters on Overall Energy Consumption of Wireless Sensor Network (WSN)
Networking and Internet Architecture
2012-09-12 v1
Abstract
In this paper, we use statistical tools to analysis dependency between Wireless Sensor Network (WSN) parameters and overall Energy Consumption (EC). Our approach has two main phases: profiling, and effective parameter extraction. In former, a sensor network simulator is re-run 800 times with different values for eight WSN parameters to profile consumed energy in nodes; then in latter, three statistical analyses (p-value, linear and non-linear correlation) are applied to the outcome of profiling phase to extract the most effective parameters on WSN overall energy consumption.
Keywords
Cite
@article{arxiv.1209.2189,
title = {Statistical Analysis to Extract Effective Parameters on Overall Energy Consumption of Wireless Sensor Network (WSN)},
author = {Najmeh Kamyabpour and Doan B. Hoang},
journal= {arXiv preprint arXiv:1209.2189},
year = {2012}
}
Comments
5-pages. This paper has been accepted in PDCAT-2012 conference (http://www.pdcat2012.org/)