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Title: :  Improved Differential Evolution in WSN Node Deployment
PaperId: :  6592
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 5 2017
DUI:    16.0415/IJARIIE-6592
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shivani GargGeeta Institute of management and technology
Sahil BatraGeeta Institute of management and technology

Abstract

Computer Science and Engineering
wireless sensor network (WSN), differential evolution (DE), node deployment (ND)
WSN consists of a large number of tiny sensor nodes distributed over a large area with one or more powerful sinks or base stations collecting information from these sensor nodes. The sensor nodes are equipped with battery and whose battery cannot be replaced after deployment. Therefore, deployment of sensor nodes has serious impact on network lifetime. Deployment can be random or pre-determined. Random deployment of sensor nodes most of the times generates an initial communication gap in the sensing field even in a highly dense network. In either case, the resulting inter-node distances may cause lack of communication and subsequently degrades the network performance. In this paper, we have proposed an enhanced deployment algorithm based on Differential Evolution (DE). The main motive of our algorithm is to reduce energy conservation during deployment & communication between distance nodes and for this purpose; we are using differential evolution optimization method. The algorithm aims at extending network lifetime by using a minimum number of relays. We have measured results on homogeneous and heterogeneous models and the simulation results are showing that heterogeneous models are providing better results as compared to homogeneous models under differential evolution.

Citations

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IJARIIE Shivani Garg, and Sahil Batra. "Improved Differential Evolution in WSN Node Deployment" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 5 2017 Page 533-540
MLA Shivani Garg, and Sahil Batra. "Improved Differential Evolution in WSN Node Deployment." International Journal Of Advance Research And Innovative Ideas In Education 3.5(2017) : 533-540.
APA Shivani Garg, & Sahil Batra. (2017). Improved Differential Evolution in WSN Node Deployment. International Journal Of Advance Research And Innovative Ideas In Education, 3(5), 533-540.
Chicago Shivani Garg, and Sahil Batra. "Improved Differential Evolution in WSN Node Deployment." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 5 (2017) : 533-540.
Oxford Shivani Garg, and Sahil Batra. 'Improved Differential Evolution in WSN Node Deployment', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 5, 2017, p. 533-540. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Improved_Differential_Evolution_in_WSN_Node_Deployment_ijariie6592.pdf (Accessed : ).
Harvard Shivani Garg, and Sahil Batra. (2017) 'Improved Differential Evolution in WSN Node Deployment', International Journal Of Advance Research And Innovative Ideas In Education, 3(5), pp. 533-540IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Improved_Differential_Evolution_in_WSN_Node_Deployment_ijariie6592.pdf (Accessed : )
IEEE Shivani Garg, and Sahil Batra, "Improved Differential Evolution in WSN Node Deployment," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 5, pp. 533-540, Sep-Oct 2017. [Online]. Available: https://ijariie.com/AdminUploadPdf/Improved_Differential_Evolution_in_WSN_Node_Deployment_ijariie6592.pdf [Accessed : ].
Turabian Shivani Garg, and Sahil Batra. "Improved Differential Evolution in WSN Node Deployment." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 5 ().
Vancouver Shivani Garg, and Sahil Batra. Improved Differential Evolution in WSN Node Deployment. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : ]; 3(5) : 533-540. Available from: https://ijariie.com/AdminUploadPdf/Improved_Differential_Evolution_in_WSN_Node_Deployment_ijariie6592.pdf
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