Energy Efficient Wireless Sensor Network For Big Data Management

Deepali, Tambekar
2015 International Engineering Research Journal (IERJ)   unpublished
ARTICLE INFO With tremendous growth of selective information and communication technology (ICT) Radio set sensor engagement has major contribution in big information gather. Even if data generated by individual sensor is not significant, the overall data generated by all sensors in the electronic network is contributed for generation of significant component of big data. So free energy efficient big data gathering is challenging task in the densely deployed wireless sensor network. Also
more » ... twork. Also clustering formation before data collection from sensing element in the network is additional challenge. Recent research addressed these challenges with mobile sinkhole, which in turn wage increase the challenge of determining the sink guest 's trajectory. In this paper we have proposed new solution, M-mobile collector based data gathering with network clustering based on improved Expectation maximization technique. Mobile collectors traverse a fixed route to collect data from cluster centroids and sensors in the clusters. Collected data is transferred amongst M-collectors to reach to the static sink node. Also we derive optimal no of clusters to minimize the energy consumption..