Energy- Efficient Clustering Schema Based on Data Reduction

Energy- Efficient Clustering Schema Based on Data Reduction

Citation Author(s):
Walaa
M. El-sayed
Submitted by:
Walaa M. El-sayed
Last updated:
Sun, 09/01/2019 - 06:38
DOI:
10.21227/5qts-ss25
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Abstract: 

Abstractــــ Wireless Sensor Networks (WSNs) typically have been consumed high energy in monitoring and radio communication trends. Furthermore, data diffusion modes in WSN typically generate errors such as noisy values, incorrect measurements or missing information, which minimize the standard of performance in such dynamic systems. In this article, we will present a Clustered Data Reduction Model (CDRM) at both sensor node level and cluster head level, which aims to reduce data transfer rates, and reach energy more effectively. Compared to the state-of-the-art statistical methods, the proposed CDRM reduced the rate of data transmission to ~ 18 %, and it slashed the energy consumption to ~ 98 % throughout the dataset sample. Moreover, it kept ~ 92.5% of battery power throughout interferences cancellation platform thereby it protracted the life of the sensory network.

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[1] Walaa M. El-sayed, "Energy- Efficient Clustering Schema Based on Data Reduction", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/5qts-ss25. Accessed: Sep. 18, 2019.
@data{5qts-ss25-19,
doi = {10.21227/5qts-ss25},
url = {http://dx.doi.org/10.21227/5qts-ss25},
author = {Walaa M. El-sayed },
publisher = {IEEE Dataport},
title = {Energy- Efficient Clustering Schema Based on Data Reduction},
year = {2019} }
TY - DATA
T1 - Energy- Efficient Clustering Schema Based on Data Reduction
AU - Walaa M. El-sayed
PY - 2019
PB - IEEE Dataport
UR - 10.21227/5qts-ss25
ER -
Walaa M. El-sayed. (2019). Energy- Efficient Clustering Schema Based on Data Reduction. IEEE Dataport. http://dx.doi.org/10.21227/5qts-ss25
Walaa M. El-sayed, 2019. Energy- Efficient Clustering Schema Based on Data Reduction. Available at: http://dx.doi.org/10.21227/5qts-ss25.
Walaa M. El-sayed. (2019). "Energy- Efficient Clustering Schema Based on Data Reduction." Web.
1. Walaa M. El-sayed. Energy- Efficient Clustering Schema Based on Data Reduction [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/5qts-ss25
Walaa M. El-sayed. "Energy- Efficient Clustering Schema Based on Data Reduction." doi: 10.21227/5qts-ss25