Forest Fire Detection Using New Routing Protocol

The Mobile Ad-Hoc Network (MANET) has received significant interest from researchers for several applications. In spite of developing and proposing numerous routing protocols for MANET, there are still routing protocols that are too inefficient in terms of sending data and energy consumption, which...

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Main Authors: Fahad Taha AL-Dhief, Ravie Chandren Muniyandi, Naseer Sabri, Mosab Hamdan, Nurul Mu’azzah Abdul Latiff, Musatafa Abbas Abbood Albadr, Mutaz Hamed Hussien Khairi, Muzaffar Hamzah, Suleman Khan
Format: Article
Language:English
English
Published: MDPI 2022
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Online Access:https://eprints.ums.edu.my/id/eprint/35148/1/Abstract.pdf
https://eprints.ums.edu.my/id/eprint/35148/2/Full%20text.pdf
https://eprints.ums.edu.my/id/eprint/35148/
https://www.mdpi.com/1424-8220/22/20/7745
https://doi.org/10.3390/s22207745
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Institution: Universiti Malaysia Sabah
Language: English
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id my.ums.eprints.35148
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spelling my.ums.eprints.351482023-03-06T09:30:42Z https://eprints.ums.edu.my/id/eprint/35148/ Forest Fire Detection Using New Routing Protocol Fahad Taha AL-Dhief Ravie Chandren Muniyandi Naseer Sabri Mosab Hamdan Nurul Mu’azzah Abdul Latiff Musatafa Abbas Abbood Albadr Mutaz Hamed Hussien Khairi Muzaffar Hamzah Suleman Khan QA75.5-76.95 Electronic computers. Computer science The Mobile Ad-Hoc Network (MANET) has received significant interest from researchers for several applications. In spite of developing and proposing numerous routing protocols for MANET, there are still routing protocols that are too inefficient in terms of sending data and energy consumption, which limits the lifetime of the network for forest fire monitoring. Therefore, this paper presents the development of a Location Aided Routing (LAR) protocol in forest fire detection. The new routing protocol is named the LAR-Based Reliable Routing Protocol (LARRR), which is used to detect a forest fire based on three criteria: the route length between nodes, the temperature sensing, and the number of packets within node buffers (i.e., route busyness). The performance of the LARRR protocol is evaluated by using widely known evaluation measurements, which are the Packet Delivery Ratio (PDR), Energy Consumption (EC), End-to-End Delay (E2E Delay), and Routing Overhead (RO). The simulation results show that the proposed LARRR protocol achieves 70% PDR, 403 joules of EC, 2.733 s of E2E delay, and 43.04 RO. In addition, the performance of the proposed LARRR protocol outperforms its competitors and is able to detect forest fires efficiently MDPI 2022 Article PeerReviewed text en https://eprints.ums.edu.my/id/eprint/35148/1/Abstract.pdf text en https://eprints.ums.edu.my/id/eprint/35148/2/Full%20text.pdf Fahad Taha AL-Dhief and Ravie Chandren Muniyandi and Naseer Sabri and Mosab Hamdan and Nurul Mu’azzah Abdul Latiff and Musatafa Abbas Abbood Albadr and Mutaz Hamed Hussien Khairi and Muzaffar Hamzah and Suleman Khan (2022) Forest Fire Detection Using New Routing Protocol. Sensors, 22. pp. 1-16. ISSN 1424-8220 https://www.mdpi.com/1424-8220/22/20/7745 https://doi.org/10.3390/s22207745
institution Universiti Malaysia Sabah
building UMS Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sabah
content_source UMS Institutional Repository
url_provider http://eprints.ums.edu.my/
language English
English
topic QA75.5-76.95 Electronic computers. Computer science
spellingShingle QA75.5-76.95 Electronic computers. Computer science
Fahad Taha AL-Dhief
Ravie Chandren Muniyandi
Naseer Sabri
Mosab Hamdan
Nurul Mu’azzah Abdul Latiff
Musatafa Abbas Abbood Albadr
Mutaz Hamed Hussien Khairi
Muzaffar Hamzah
Suleman Khan
Forest Fire Detection Using New Routing Protocol
description The Mobile Ad-Hoc Network (MANET) has received significant interest from researchers for several applications. In spite of developing and proposing numerous routing protocols for MANET, there are still routing protocols that are too inefficient in terms of sending data and energy consumption, which limits the lifetime of the network for forest fire monitoring. Therefore, this paper presents the development of a Location Aided Routing (LAR) protocol in forest fire detection. The new routing protocol is named the LAR-Based Reliable Routing Protocol (LARRR), which is used to detect a forest fire based on three criteria: the route length between nodes, the temperature sensing, and the number of packets within node buffers (i.e., route busyness). The performance of the LARRR protocol is evaluated by using widely known evaluation measurements, which are the Packet Delivery Ratio (PDR), Energy Consumption (EC), End-to-End Delay (E2E Delay), and Routing Overhead (RO). The simulation results show that the proposed LARRR protocol achieves 70% PDR, 403 joules of EC, 2.733 s of E2E delay, and 43.04 RO. In addition, the performance of the proposed LARRR protocol outperforms its competitors and is able to detect forest fires efficiently
format Article
author Fahad Taha AL-Dhief
Ravie Chandren Muniyandi
Naseer Sabri
Mosab Hamdan
Nurul Mu’azzah Abdul Latiff
Musatafa Abbas Abbood Albadr
Mutaz Hamed Hussien Khairi
Muzaffar Hamzah
Suleman Khan
author_facet Fahad Taha AL-Dhief
Ravie Chandren Muniyandi
Naseer Sabri
Mosab Hamdan
Nurul Mu’azzah Abdul Latiff
Musatafa Abbas Abbood Albadr
Mutaz Hamed Hussien Khairi
Muzaffar Hamzah
Suleman Khan
author_sort Fahad Taha AL-Dhief
title Forest Fire Detection Using New Routing Protocol
title_short Forest Fire Detection Using New Routing Protocol
title_full Forest Fire Detection Using New Routing Protocol
title_fullStr Forest Fire Detection Using New Routing Protocol
title_full_unstemmed Forest Fire Detection Using New Routing Protocol
title_sort forest fire detection using new routing protocol
publisher MDPI
publishDate 2022
url https://eprints.ums.edu.my/id/eprint/35148/1/Abstract.pdf
https://eprints.ums.edu.my/id/eprint/35148/2/Full%20text.pdf
https://eprints.ums.edu.my/id/eprint/35148/
https://www.mdpi.com/1424-8220/22/20/7745
https://doi.org/10.3390/s22207745
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