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...
Saved in:
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Institute of Advanced Engineering and Science
2023
|
Subjects: | |
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 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Universiti Teknologi Malaysia |
Language: | English |
id |
my.utm.105688 |
---|---|
record_format |
eprints |
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 |
_version_ |
1800082648653103104 |