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ICSES Transactions on Computer Networks and Communications
Vol. 4, No. 2, Jun. 2018

Wavelet-based Energy Efficient Data Collection Algorithm in Wireless Sensor Networks

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Original Paper
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Minh Nguyen a,mail_outline, Huyen Nguyen b, Keith Teague c
a Thai Nguyen University of Technology, Thai Nguyen, Viet Nam
b Texas Tech University, Lubbock, United States
c Oklahoma State University, Stillwater, USA

 

Highlights and Novelties
1- New data collection algorithm for wireless sensor network utilizing Wavelet basic is proposed.

2- Power consumption for transmitting data in the networks is analyzed, formulated and simulated.

3- Simulation and analysis results are provided to clarify the formulas and results.

4- Suggestions for the networks for energy saving purposes are provided.

 

Manuscript Abstract
Wireless sensor networks (WSNs) support many applications in different fields. Saving energy in such networks is always a critical issue that needs to be considered to prolong the network lifetime. Clustering in the networks is also considered as an energy saving routing method. In this paper, we propose a new data collection method, called WDC, in order to significantly reduce data transmitting among clustered networks for energy saving purpose. In the method, Wavelet basic is employed in each cluster to compress data to be sent to the base-station (BS). At the BS, all the sensing data can be reconstructed based on the compressed samples collected from clusters. We further analyze and formulate the total energy consumption for data transmitting between sensors in the networks and from the networks to the BS. Simulation results are provided to clarify our analysis and to suggest optimal cases for the network to consume the least power.

 

Keywords
 Wireless sensor networks   data compression   clustering   energy consumption 

 

Copyright and Licence
© Copyright was transferred to International Computer Science and Engineering Society (ICSES) by all the Authors. This manuscript is published in Open-Access manner based on the copyright licence of Creative Commons Attribution Non Commercial 4.0 International (CC BY-NC 4.0).

 

Cite this manuscript as
Minh Nguyen, Huyen Nguyen, Keith Teague, "Wavelet-based Energy Efficient Data Collection Algorithm in Wireless Sensor Networks," ICSES Transactions on Computer Networks and Communications, vol. 4, no. 2, pp. 3-10, Jun. 2018.

 

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Manuscript ID: 123
Pages: 3-10
Submitted: 2017-11-01
Revised: 2018-04-24
Accepted: 2018-04-26
Published: 2018-06-30

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Journal

ICSES Transactions on Computer Networks and Communications
ISSN: 2588-5847
ISSN: 2588-5847
Frequency: Quarterly
Accessability: Online - Open Access
Founded in: Mar. 2015
Publisher: ICSES
DOI Suffix: 10.31424/icses.itcnc