Multiplicatively weighted Voronoi-based sensor collaborative redeployment in software-defined wireless sensor networks

Large-scale deployment of mobile wireless sensor networks has been widely used in some dangerous and hostile urban security surveillance scenarios. As a new network architecture, software-defined networks was introduced into wireless sensor networks to form a new software-defined wireless sensor net...

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Main Authors: Minghua Wang, Ran Ou, Yan Wang
Format: Article
Language:English
Published: Hindawi - SAGE Publishing 2022-03-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1177/15501477211069903
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author Minghua Wang
Ran Ou
Yan Wang
author_facet Minghua Wang
Ran Ou
Yan Wang
author_sort Minghua Wang
collection DOAJ
description Large-scale deployment of mobile wireless sensor networks has been widely used in some dangerous and hostile urban security surveillance scenarios. As a new network architecture, software-defined networks was introduced into wireless sensor networks to form a new software-defined wireless sensor networks to solve the problem of balanced large-scale deployment of sensor networks and simplify the complexity of network management. In this article, we first develop an original confident information coverage–based multiplicatively weighted Voronoi diagram through sensor clustering and sensor collaborative sensing. And then, we propose two sensor collaborative redeployment algorithms based on the novel confident information coverage–based multiplicatively weighted Voronoi diagram and software-defined wireless sensor networks architecture to provide high-confidence coverage and improve the coverage ratio. Finally, we demonstrate the superiority of the confident information coverage–based multiplicatively weighted Voronoi diagram and the effectiveness and efficiency of our proposed algorithms via a series of experiments.
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spelling doaj.art-ff1b36850b7840db8e550161578352ef2023-09-02T12:30:45ZengHindawi - SAGE PublishingInternational Journal of Distributed Sensor Networks1550-14772022-03-011810.1177/15501477211069903Multiplicatively weighted Voronoi-based sensor collaborative redeployment in software-defined wireless sensor networksMinghua WangRan OuYan WangLarge-scale deployment of mobile wireless sensor networks has been widely used in some dangerous and hostile urban security surveillance scenarios. As a new network architecture, software-defined networks was introduced into wireless sensor networks to form a new software-defined wireless sensor networks to solve the problem of balanced large-scale deployment of sensor networks and simplify the complexity of network management. In this article, we first develop an original confident information coverage–based multiplicatively weighted Voronoi diagram through sensor clustering and sensor collaborative sensing. And then, we propose two sensor collaborative redeployment algorithms based on the novel confident information coverage–based multiplicatively weighted Voronoi diagram and software-defined wireless sensor networks architecture to provide high-confidence coverage and improve the coverage ratio. Finally, we demonstrate the superiority of the confident information coverage–based multiplicatively weighted Voronoi diagram and the effectiveness and efficiency of our proposed algorithms via a series of experiments.https://doi.org/10.1177/15501477211069903
spellingShingle Minghua Wang
Ran Ou
Yan Wang
Multiplicatively weighted Voronoi-based sensor collaborative redeployment in software-defined wireless sensor networks
International Journal of Distributed Sensor Networks
title Multiplicatively weighted Voronoi-based sensor collaborative redeployment in software-defined wireless sensor networks
title_full Multiplicatively weighted Voronoi-based sensor collaborative redeployment in software-defined wireless sensor networks
title_fullStr Multiplicatively weighted Voronoi-based sensor collaborative redeployment in software-defined wireless sensor networks
title_full_unstemmed Multiplicatively weighted Voronoi-based sensor collaborative redeployment in software-defined wireless sensor networks
title_short Multiplicatively weighted Voronoi-based sensor collaborative redeployment in software-defined wireless sensor networks
title_sort multiplicatively weighted voronoi based sensor collaborative redeployment in software defined wireless sensor networks
url https://doi.org/10.1177/15501477211069903
work_keys_str_mv AT minghuawang multiplicativelyweightedvoronoibasedsensorcollaborativeredeploymentinsoftwaredefinedwirelesssensornetworks
AT ranou multiplicativelyweightedvoronoibasedsensorcollaborativeredeploymentinsoftwaredefinedwirelesssensornetworks
AT yanwang multiplicativelyweightedvoronoibasedsensorcollaborativeredeploymentinsoftwaredefinedwirelesssensornetworks