Sensor Energy Management with MLNN

Kids, Technology, Electricity and Electronics, Computers
Cover of the book Sensor Energy Management with MLNN by Christo Ananth, Rakuten Kobo Inc. Publishing
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Author: Christo Ananth ISBN: 9788191075236
Publisher: Rakuten Kobo Inc. Publishing Publication: October 17, 2017
Imprint: Language: English
Author: Christo Ananth
ISBN: 9788191075236
Publisher: Rakuten Kobo Inc. Publishing
Publication: October 17, 2017
Imprint:
Language: English

In this proposal we proposed a neural network approach for energy conservation routing in a wireless sensor network. Our designed neural network system has been successfully applied to our scheme of energy conservation. We have applied neural network to predict Most Significant Node and selecting the Group Head amongst the association of sensor nodes in the network. After having a precise prediction about Most Significant Node, we would like to expand our approach in future to different WSN power management techniques and observe the results. In this proposal, we used arbitrary data for our experiment purpose; it is also expected to generate a real time data for the experiment in future and also by using adhoc networks the energy level of the node can be maximized. The selection of Group Head is proposed using neural network with feed forward learning method. And the neural network found able to select a node amongst competing nodes as Group Head.

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In this proposal we proposed a neural network approach for energy conservation routing in a wireless sensor network. Our designed neural network system has been successfully applied to our scheme of energy conservation. We have applied neural network to predict Most Significant Node and selecting the Group Head amongst the association of sensor nodes in the network. After having a precise prediction about Most Significant Node, we would like to expand our approach in future to different WSN power management techniques and observe the results. In this proposal, we used arbitrary data for our experiment purpose; it is also expected to generate a real time data for the experiment in future and also by using adhoc networks the energy level of the node can be maximized. The selection of Group Head is proposed using neural network with feed forward learning method. And the neural network found able to select a node amongst competing nodes as Group Head.

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