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IJSTR >> Volume 9 - Issue 2, February 2020 Edition



International Journal of Scientific & Technology Research  
International Journal of Scientific & Technology Research

Website: http://www.ijstr.org

ISSN 2277-8616



Non Dominated Sorting Genetic Algorithm Based Energy Aware Clustering Protocol

[Full Text]

 

AUTHOR(S)

Roubaldeep Kaur, Supreet Kaur

 

KEYWORDS

WSN, sensor, area monitoring, Health care monitoring, Air pollution monitoring, Landslide detection.

 

ABSTRACT

Energy conservation is defined as an ill posed problem in wireless sensor networks. Many protocols have been proposed improve the energy conservation. But, it has been found that the actual most of the existing methods has got neglected very first debris difficulty with particle swarm optimization based protocols. As inadequately selected debris bring about poor results. Genetic algorithm based protocols would not ensure that the world global optimized final results however wealthy for the mutation and also crossover operators. . The use of the Non dominated sorted genetic algorithm (NSGA) is ignored to efficiently elect the inter cluster data aggregation path selection. Therefore, in order to remove these issues NSGA based inter cluster data aggregations proposed in this work Principle betterment has become produced by changing the actual the particle swarm optimization with NSGA based optimization technique for energy efficient routing. Also, the actual utilization of the compressive stinking additionally raises the functionality further. A compressive stinking makes use of details union to eradicate well not required details via sensor nodes. Ultimately, comparison research show that the proposed technique significantly reduce the energy consumption and therefore improve the network lifetime.

 

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