MCDT : a reactive energy efficient data aggregation and topology control algorithm for wireless sensor networks

The deciding factor behind the scalability and stability of a sensor network is its ability to fetch information from maximum number of nodes before 80% of nodes die. Also, one of the major challenge in WSN is to optimize the energy consumption of the nodes to improve lifetime of the network. In thi...

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Main Author: Naveen Rai
Other Authors: Soong Boon Hee
Format: Theses and Dissertations
Language:English
Published: 2017
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Online Access:http://hdl.handle.net/10356/72549
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-725492023-07-04T15:54:31Z MCDT : a reactive energy efficient data aggregation and topology control algorithm for wireless sensor networks Naveen Rai Soong Boon Hee School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering The deciding factor behind the scalability and stability of a sensor network is its ability to fetch information from maximum number of nodes before 80% of nodes die. Also, one of the major challenge in WSN is to optimize the energy consumption of the nodes to improve lifetime of the network. In this project, an energy efficient clustering and routing algorithm has been proposed to increase lifetime of the network and optimize the distribution of load. This would lead to an increase in Network life time along with improved stability. From the results, it was found that the proposed algorithm was efficient in increasing the network life time and the stability of the network significantly. The main objectives kept in mind while developing the proposed algorithm are:  To Increase the life time of the complete network.  To develop a well distributed, load balanced network by reducing the amount of energy dissipated by each cluster-head.  To Increase the network stability by increasing the number of rounds before the first node dies and delaying the death of the last node. To achieve the objectives mentioned above, distance and residual energy based approach was incorporated for the formation of the cluster heads. A two-level clustering hierarchy has been used to forward the data packets from the lower region to the upper region and finally to the base station. A reactive approach was adopted to reduce the number of transmissions amongst the network. Master of Science (Communications Engineering) 2017-08-28T11:32:35Z 2017-08-28T11:32:35Z 2017 Thesis http://hdl.handle.net/10356/72549 en 92 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Naveen Rai
MCDT : a reactive energy efficient data aggregation and topology control algorithm for wireless sensor networks
description The deciding factor behind the scalability and stability of a sensor network is its ability to fetch information from maximum number of nodes before 80% of nodes die. Also, one of the major challenge in WSN is to optimize the energy consumption of the nodes to improve lifetime of the network. In this project, an energy efficient clustering and routing algorithm has been proposed to increase lifetime of the network and optimize the distribution of load. This would lead to an increase in Network life time along with improved stability. From the results, it was found that the proposed algorithm was efficient in increasing the network life time and the stability of the network significantly. The main objectives kept in mind while developing the proposed algorithm are:  To Increase the life time of the complete network.  To develop a well distributed, load balanced network by reducing the amount of energy dissipated by each cluster-head.  To Increase the network stability by increasing the number of rounds before the first node dies and delaying the death of the last node. To achieve the objectives mentioned above, distance and residual energy based approach was incorporated for the formation of the cluster heads. A two-level clustering hierarchy has been used to forward the data packets from the lower region to the upper region and finally to the base station. A reactive approach was adopted to reduce the number of transmissions amongst the network.
author2 Soong Boon Hee
author_facet Soong Boon Hee
Naveen Rai
format Theses and Dissertations
author Naveen Rai
author_sort Naveen Rai
title MCDT : a reactive energy efficient data aggregation and topology control algorithm for wireless sensor networks
title_short MCDT : a reactive energy efficient data aggregation and topology control algorithm for wireless sensor networks
title_full MCDT : a reactive energy efficient data aggregation and topology control algorithm for wireless sensor networks
title_fullStr MCDT : a reactive energy efficient data aggregation and topology control algorithm for wireless sensor networks
title_full_unstemmed MCDT : a reactive energy efficient data aggregation and topology control algorithm for wireless sensor networks
title_sort mcdt : a reactive energy efficient data aggregation and topology control algorithm for wireless sensor networks
publishDate 2017
url http://hdl.handle.net/10356/72549
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