Relay node placement in wireless sensor network for manufacturing industry

Relay nodes are necessary to maintain scalability and increase longevity as the number of manufacturing industrial sensors grows. In a fixed-budget circumstance, however, the cost of purchasing the bare minimum of relay nodes to connect the network may exceed the budget. Although it is hard to estab...

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Main Authors: Safiee, Rabiatul Adawiyah, Anwar Apandi, Nur Ilyana, Muhammad, Nor Aishah, Sheng, Wan Wing, Sarijari, Mohd. Adib
Format: Article
Language:English
Published: Institute of Advanced Engineering and Science 2023
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Online Access:http://eprints.utm.my/105688/1/MohdAdibSarijari2023_RelayNodePlacementInWirelessSensor.pdf
http://eprints.utm.my/105688/
http://dx.doi.org/10.11591/eei.v12i1.3978
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Institution: Universiti Teknologi Malaysia
Language: English
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spelling my.utm.1056882024-05-15T06:43:11Z http://eprints.utm.my/105688/ Relay node placement in wireless sensor network for manufacturing industry Safiee, Rabiatul Adawiyah Anwar Apandi, Nur Ilyana Muhammad, Nor Aishah Sheng, Wan Wing Sarijari, Mohd. Adib TK Electrical engineering. Electronics Nuclear engineering Relay nodes are necessary to maintain scalability and increase longevity as the number of manufacturing industrial sensors grows. In a fixed-budget circumstance, however, the cost of purchasing the bare minimum of relay nodes to connect the network may exceed the budget. Although it is hard to establish a network that connects all sensor nodes, in this case, a network with a high level of connection is still desirable. This paper proposes two metrics for determining the connectedness of a disconnected graph of sensor nodes and determining the optimum deployment method for relay nodes in a network with the highest connectedness while staying within a budget restriction. The metrics are the number of connected graph components and the size of the most significant connected graph component. Prim's algorithm and the approximation minimum spanning tree algorithm are applied to construct a disconnected graph and discover the best relay node placement to solve these two criteria. Compared to the other metrics, simulation findings suggest that prioritizing the most significant connected components in the disconnected graph can yield superior outcomes by deploying the fewest number of relay nodes while retaining the connectedness of the graph. Institute of Advanced Engineering and Science 2023 Article PeerReviewed application/pdf en http://eprints.utm.my/105688/1/MohdAdibSarijari2023_RelayNodePlacementInWirelessSensor.pdf Safiee, Rabiatul Adawiyah and Anwar Apandi, Nur Ilyana and Muhammad, Nor Aishah and Sheng, Wan Wing and Sarijari, Mohd. Adib (2023) Relay node placement in wireless sensor network for manufacturing industry. Bulletin of Electrical Engineering and Informatics, 12 (1). pp. 158-166. ISSN 2089-3191 http://dx.doi.org/10.11591/eei.v12i1.3978 DOI : 10.11591/eei.v12i1.3978
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Safiee, Rabiatul Adawiyah
Anwar Apandi, Nur Ilyana
Muhammad, Nor Aishah
Sheng, Wan Wing
Sarijari, Mohd. Adib
Relay node placement in wireless sensor network for manufacturing industry
description Relay nodes are necessary to maintain scalability and increase longevity as the number of manufacturing industrial sensors grows. In a fixed-budget circumstance, however, the cost of purchasing the bare minimum of relay nodes to connect the network may exceed the budget. Although it is hard to establish a network that connects all sensor nodes, in this case, a network with a high level of connection is still desirable. This paper proposes two metrics for determining the connectedness of a disconnected graph of sensor nodes and determining the optimum deployment method for relay nodes in a network with the highest connectedness while staying within a budget restriction. The metrics are the number of connected graph components and the size of the most significant connected graph component. Prim's algorithm and the approximation minimum spanning tree algorithm are applied to construct a disconnected graph and discover the best relay node placement to solve these two criteria. Compared to the other metrics, simulation findings suggest that prioritizing the most significant connected components in the disconnected graph can yield superior outcomes by deploying the fewest number of relay nodes while retaining the connectedness of the graph.
format Article
author Safiee, Rabiatul Adawiyah
Anwar Apandi, Nur Ilyana
Muhammad, Nor Aishah
Sheng, Wan Wing
Sarijari, Mohd. Adib
author_facet Safiee, Rabiatul Adawiyah
Anwar Apandi, Nur Ilyana
Muhammad, Nor Aishah
Sheng, Wan Wing
Sarijari, Mohd. Adib
author_sort Safiee, Rabiatul Adawiyah
title Relay node placement in wireless sensor network for manufacturing industry
title_short Relay node placement in wireless sensor network for manufacturing industry
title_full Relay node placement in wireless sensor network for manufacturing industry
title_fullStr Relay node placement in wireless sensor network for manufacturing industry
title_full_unstemmed Relay node placement in wireless sensor network for manufacturing industry
title_sort relay node placement in wireless sensor network for manufacturing industry
publisher Institute of Advanced Engineering and Science
publishDate 2023
url http://eprints.utm.my/105688/1/MohdAdibSarijari2023_RelayNodePlacementInWirelessSensor.pdf
http://eprints.utm.my/105688/
http://dx.doi.org/10.11591/eei.v12i1.3978
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