Flood Control Distance Vector-Hop (FCDV-Hop) Localization in Wireless Sensor Networks

Distance Vector-Hop (DV-Hop) localization is a distributed, hop by hop positioning algorithm. Anchor nodes generate the packets of nodes position information to calculate the number of hops between the beacon nodes and the anchor nodes, and these packets are flooded in the respective Wireless Sensor...

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Main Authors: Azyyati Adiah Zazali, Shamala K. Subramaniam, Zuriati Ahmad Zukarnain
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
WSN
Online Access:https://ieeexplore.ieee.org/document/9259046/
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spelling doaj-39037d9063d2498b948c08bdfbe53a9a2021-03-30T04:17:56ZengIEEEIEEE Access2169-35362020-01-01820659220661310.1109/ACCESS.2020.30380479259046Flood Control Distance Vector-Hop (FCDV-Hop) Localization in Wireless Sensor NetworksAzyyati Adiah Zazali0https://orcid.org/0000-0002-5270-8583Shamala K. Subramaniam1Zuriati Ahmad Zukarnain2https://orcid.org/0000-0003-2408-6956Department of Communication Technology and Networks, Universiti Putra Malaysia, Selangor, MalaysiaDepartment of Communication Technology and Networks, Universiti Putra Malaysia, Selangor, MalaysiaDepartment of Communication Technology and Networks, Universiti Putra Malaysia, Selangor, MalaysiaDistance Vector-Hop (DV-Hop) localization is a distributed, hop by hop positioning algorithm. Anchor nodes generate the packets of nodes position information to calculate the number of hops between the beacon nodes and the anchor nodes, and these packets are flooded in the respective Wireless Sensor Networks (WSN). The DV-Hop algorithm obtains the distance information from the unknown nodes to the anchor nodes through the network topology calculation rather than the radio wave signals measurement which are used in the range-based algorithm. However, flooding information from all anchors to all beacon nodes will become too expensive for large networks (i.e., cost, energy), even with low anchor fraction. The region of nodes flooding through the network needs to be confined within logical constraints to produce better accuracy to reduce the localization error while reducing the cost. This research proposes and develops an enhanced algorithm that can improve the region area for sensor nodes placement within the specific localization area. This research aims to produce a longer network lifetime by reducing the energy used of the sensor nodes and at the same time minimize the localization error. This research describes the flooding control of the node's placement for the localization of the DV-Hop algorithm. The placement of nodes is limited inside the region of the anchor nodes. The simulation environment setup comes with parameters such as the radius, area, number of nodes, types of nodes, the anchor proportion, and the value of the regions. The result shows an improvement for the localization error, the power consumption, and the accuracy of the nodes positioning.https://ieeexplore.ieee.org/document/9259046/DV-Hoplocalizationrange-free localizationWSN
collection DOAJ
language English
format Article
sources DOAJ
author Azyyati Adiah Zazali
Shamala K. Subramaniam
Zuriati Ahmad Zukarnain
spellingShingle Azyyati Adiah Zazali
Shamala K. Subramaniam
Zuriati Ahmad Zukarnain
Flood Control Distance Vector-Hop (FCDV-Hop) Localization in Wireless Sensor Networks
IEEE Access
DV-Hop
localization
range-free localization
WSN
author_facet Azyyati Adiah Zazali
Shamala K. Subramaniam
Zuriati Ahmad Zukarnain
author_sort Azyyati Adiah Zazali
title Flood Control Distance Vector-Hop (FCDV-Hop) Localization in Wireless Sensor Networks
title_short Flood Control Distance Vector-Hop (FCDV-Hop) Localization in Wireless Sensor Networks
title_full Flood Control Distance Vector-Hop (FCDV-Hop) Localization in Wireless Sensor Networks
title_fullStr Flood Control Distance Vector-Hop (FCDV-Hop) Localization in Wireless Sensor Networks
title_full_unstemmed Flood Control Distance Vector-Hop (FCDV-Hop) Localization in Wireless Sensor Networks
title_sort flood control distance vector-hop (fcdv-hop) localization in wireless sensor networks
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description Distance Vector-Hop (DV-Hop) localization is a distributed, hop by hop positioning algorithm. Anchor nodes generate the packets of nodes position information to calculate the number of hops between the beacon nodes and the anchor nodes, and these packets are flooded in the respective Wireless Sensor Networks (WSN). The DV-Hop algorithm obtains the distance information from the unknown nodes to the anchor nodes through the network topology calculation rather than the radio wave signals measurement which are used in the range-based algorithm. However, flooding information from all anchors to all beacon nodes will become too expensive for large networks (i.e., cost, energy), even with low anchor fraction. The region of nodes flooding through the network needs to be confined within logical constraints to produce better accuracy to reduce the localization error while reducing the cost. This research proposes and develops an enhanced algorithm that can improve the region area for sensor nodes placement within the specific localization area. This research aims to produce a longer network lifetime by reducing the energy used of the sensor nodes and at the same time minimize the localization error. This research describes the flooding control of the node's placement for the localization of the DV-Hop algorithm. The placement of nodes is limited inside the region of the anchor nodes. The simulation environment setup comes with parameters such as the radius, area, number of nodes, types of nodes, the anchor proportion, and the value of the regions. The result shows an improvement for the localization error, the power consumption, and the accuracy of the nodes positioning.
topic DV-Hop
localization
range-free localization
WSN
url https://ieeexplore.ieee.org/document/9259046/
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AT shamalaksubramaniam floodcontroldistancevectorhopfcdvhoplocalizationinwirelesssensornetworks
AT zuriatiahmadzukarnain floodcontroldistancevectorhopfcdvhoplocalizationinwirelesssensornetworks
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