IJIRST (International Journal for Innovative Research in Science & Technology)ISSN (online) : 2349-6010

 International Journal for Innovative Research in Science & Technology

A Hybrid PSO-GA Algorithm for Energy Efficient Routing in AMMNET


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International Journal for Innovative Research in Science & Technology
Volume 3 Issue - 3
Year of Publication : 2016
Authors : Niji. R ; Vineeth. D. Nair

BibTeX:

@article{IJIRSTV3I3027,
     title={A Hybrid PSO-GA Algorithm for Energy Efficient Routing in AMMNET},
     author={Niji. R and Vineeth. D. Nair},
     journal={International Journal for Innovative Research in Science & Technology},
     volume={3},
     number={3},
     pages={17--24},
     year={},
     url={http://www.ijirst.org/articles/IJIRSTV3I3027.pdf},
     publisher={IJIRST (International Journal for Innovative Research in Science & Technology)},
}



Abstract:

A mobile ad hoc network (MANET) is an infrastructure less network with autonomous mobile nodes. The easily configurable and deployable properties of MANET make it suitable for the situations were a fixed infrastructure is not available or infeasible. However the dynamic movements of the mobile clients may disconnects the connectivity of the network frequently. This disconnection reduces the data accessibilities and later results in partitioning of the network. Thus the network partition problem makes the MANET unsuitable for the mission critical applications were the team members need to work in group and scattered in the application terrain. To overcome this principle challenge here introduces a new class of ad hoc network called Autonomous Mobile Mesh Network (AMMNET). AMMNET consist of mobile mesh nodes that can dynamically adapt to all topological changes of client movements. Since this network is infrastructure less, the performance and lifetime of the network depends on energy level of the nodes. Also the depletion of energy of the intermediate node may disrupt the entire communication of the network. This paper proposes a hybrid PSO-GA algorithm for finding an energy efficient path for routing in AMMNET. The simulation results shows that this hybrid algorithm provides better throughput and are more efficient than the standard PSO and genetic algorithms.


Keywords:

MANET, Network partition problem, AMMNET


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