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An Energy Efficient Routing Approach for IoT Enabled Underwater WSNs in Smart Cities

Nowadays, there is a growing trend in smart cities. Therefore, Terrestrial and Internet of Things (IoT) enabled Underwater Wireless Sensor Networks (TWSNs and IoT-UWSNs) are mostly used for observing and communicating via smart technologies. For the sake of collecting the desired information from th...

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Autores principales: Usman, Nighat, Alfandi, Omar, Usman, Saeeda, Khattak, Asad Masood, Awais, Muhammad, Hayat, Bashir, Sajid, Ahthasham
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7436233/
https://www.ncbi.nlm.nih.gov/pubmed/32722077
http://dx.doi.org/10.3390/s20154116
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author Usman, Nighat
Alfandi, Omar
Usman, Saeeda
Khattak, Asad Masood
Awais, Muhammad
Hayat, Bashir
Sajid, Ahthasham
author_facet Usman, Nighat
Alfandi, Omar
Usman, Saeeda
Khattak, Asad Masood
Awais, Muhammad
Hayat, Bashir
Sajid, Ahthasham
author_sort Usman, Nighat
collection PubMed
description Nowadays, there is a growing trend in smart cities. Therefore, Terrestrial and Internet of Things (IoT) enabled Underwater Wireless Sensor Networks (TWSNs and IoT-UWSNs) are mostly used for observing and communicating via smart technologies. For the sake of collecting the desired information from the underwater environment, multiple acoustic sensors are deployed with limited resources, such as memory, battery, processing power, transmission range, etc. The replacement of resources for a particular node is not feasible due to the harsh underwater environment. Thus, the resources held by the node needs to be used efficiently to improve the lifetime of a network. In this paper, to support smart city vision, a terrestrial based “Away Cluster Head with Adaptive Clustering Habit” (ACH) [Formula: see text] is examined in the specified three dimensional (3-D) region inside the water. Three different cases are considered, which are: single sink at the water surface, multiple sinks at water surface,, and sinks at both water surface and inside water. “Underwater (ACH) [Formula: see text] ” (U-(ACH) [Formula: see text]) is evaluated in each case. We have used depth in our proposed U-(ACH) [Formula: see text] to examine the performance of (ACH) [Formula: see text] in the ocean environment. Moreover, a comparative analysis is performed with state of the art routing protocols, including: Depth-based Routing (DBR) and Energy Efficient Depth-based Routing (EEDBR) protocol. Among all of the scenarios followed by case 1 and case 3, the number of packets sent and received at sink node are maximum using DEEC-(ACH) [Formula: see text] protocol. The packets drop ratio using TEEN-(ACH) [Formula: see text] protocol is less when compared to other algorithms in all scenarios. Whereas, for dead nodes DEEC-(ACH) [Formula: see text] , LEACH-(ACH) [Formula: see text] , and SEP-(ACH) [Formula: see text] protocols’ performance is different for every considered scenario. The simulation results shows that the proposed protocols outperform the existing ones.
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spelling pubmed-74362332020-08-24 An Energy Efficient Routing Approach for IoT Enabled Underwater WSNs in Smart Cities Usman, Nighat Alfandi, Omar Usman, Saeeda Khattak, Asad Masood Awais, Muhammad Hayat, Bashir Sajid, Ahthasham Sensors (Basel) Article Nowadays, there is a growing trend in smart cities. Therefore, Terrestrial and Internet of Things (IoT) enabled Underwater Wireless Sensor Networks (TWSNs and IoT-UWSNs) are mostly used for observing and communicating via smart technologies. For the sake of collecting the desired information from the underwater environment, multiple acoustic sensors are deployed with limited resources, such as memory, battery, processing power, transmission range, etc. The replacement of resources for a particular node is not feasible due to the harsh underwater environment. Thus, the resources held by the node needs to be used efficiently to improve the lifetime of a network. In this paper, to support smart city vision, a terrestrial based “Away Cluster Head with Adaptive Clustering Habit” (ACH) [Formula: see text] is examined in the specified three dimensional (3-D) region inside the water. Three different cases are considered, which are: single sink at the water surface, multiple sinks at water surface,, and sinks at both water surface and inside water. “Underwater (ACH) [Formula: see text] ” (U-(ACH) [Formula: see text]) is evaluated in each case. We have used depth in our proposed U-(ACH) [Formula: see text] to examine the performance of (ACH) [Formula: see text] in the ocean environment. Moreover, a comparative analysis is performed with state of the art routing protocols, including: Depth-based Routing (DBR) and Energy Efficient Depth-based Routing (EEDBR) protocol. Among all of the scenarios followed by case 1 and case 3, the number of packets sent and received at sink node are maximum using DEEC-(ACH) [Formula: see text] protocol. The packets drop ratio using TEEN-(ACH) [Formula: see text] protocol is less when compared to other algorithms in all scenarios. Whereas, for dead nodes DEEC-(ACH) [Formula: see text] , LEACH-(ACH) [Formula: see text] , and SEP-(ACH) [Formula: see text] protocols’ performance is different for every considered scenario. The simulation results shows that the proposed protocols outperform the existing ones. MDPI 2020-07-24 /pmc/articles/PMC7436233/ /pubmed/32722077 http://dx.doi.org/10.3390/s20154116 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Usman, Nighat
Alfandi, Omar
Usman, Saeeda
Khattak, Asad Masood
Awais, Muhammad
Hayat, Bashir
Sajid, Ahthasham
An Energy Efficient Routing Approach for IoT Enabled Underwater WSNs in Smart Cities
title An Energy Efficient Routing Approach for IoT Enabled Underwater WSNs in Smart Cities
title_full An Energy Efficient Routing Approach for IoT Enabled Underwater WSNs in Smart Cities
title_fullStr An Energy Efficient Routing Approach for IoT Enabled Underwater WSNs in Smart Cities
title_full_unstemmed An Energy Efficient Routing Approach for IoT Enabled Underwater WSNs in Smart Cities
title_short An Energy Efficient Routing Approach for IoT Enabled Underwater WSNs in Smart Cities
title_sort energy efficient routing approach for iot enabled underwater wsns in smart cities
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7436233/
https://www.ncbi.nlm.nih.gov/pubmed/32722077
http://dx.doi.org/10.3390/s20154116
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