Energy-Efficient Mobility Prediction Routing Protocol for Freely Floating Underwater Acoustic Sensor Networks
Recently, there has been an increasing interest in monitoring and exploring underwater environments for scientific applications such as oceanographic data collection, marine surveillance, and pollution detection. Underwater acoustic sensor networks (UASNs) have been proposed as the enabling technolo...
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doaj-34e96a529a7644c29a7f21f0232a4f742021-08-09T07:02:19ZengFrontiers Media S.A.Frontiers in Communications and Networks2673-530X2021-08-01210.3389/frcmn.2021.692002692002Energy-Efficient Mobility Prediction Routing Protocol for Freely Floating Underwater Acoustic Sensor NetworksGhida Jubran Alqahtani0Fatma Bouabdallah1Master Student in Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi ArabiaFaculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi ArabiaRecently, there has been an increasing interest in monitoring and exploring underwater environments for scientific applications such as oceanographic data collection, marine surveillance, and pollution detection. Underwater acoustic sensor networks (UASNs) have been proposed as the enabling technology to observe, map, and explore the ocean. The unique characteristics of underwater aquatic environments such as low bandwidth, long propagation delays, and high energy consumption make the data forwarding process very difficult. Moreover, the mobility of the underwater sensors is considered an additional constraint for the success of the data forwarding process. That being said, most of the data forwarding protocols do not realistically consider the dynamic topology of underwater environment as sensor nodes move with the water currents, which is a natural phenomenon. In this research, we propose a mobility prediction optimal data forwarding (MPODF) protocol for UASNs based on mobility prediction. Indeed, by considering a realistic, physically inspired mobility model, our protocol succeeds to forward every generated data packet through one single best path without the need to exchange notification messages, thanks to the mobility prediction module. Simulation results show that our protocol achieves a high packet delivery ratio, high energy efficiency, and reduced end-to-end delay.https://www.frontiersin.org/articles/10.3389/frcmn.2021.692002/fullunderwater acoustic sensor networksdata forwarding protocolfreely floating underwater sensorsrouting protocolsprediction-based routing |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ghida Jubran Alqahtani Fatma Bouabdallah |
spellingShingle |
Ghida Jubran Alqahtani Fatma Bouabdallah Energy-Efficient Mobility Prediction Routing Protocol for Freely Floating Underwater Acoustic Sensor Networks Frontiers in Communications and Networks underwater acoustic sensor networks data forwarding protocol freely floating underwater sensors routing protocols prediction-based routing |
author_facet |
Ghida Jubran Alqahtani Fatma Bouabdallah |
author_sort |
Ghida Jubran Alqahtani |
title |
Energy-Efficient Mobility Prediction Routing Protocol for Freely Floating Underwater Acoustic Sensor Networks |
title_short |
Energy-Efficient Mobility Prediction Routing Protocol for Freely Floating Underwater Acoustic Sensor Networks |
title_full |
Energy-Efficient Mobility Prediction Routing Protocol for Freely Floating Underwater Acoustic Sensor Networks |
title_fullStr |
Energy-Efficient Mobility Prediction Routing Protocol for Freely Floating Underwater Acoustic Sensor Networks |
title_full_unstemmed |
Energy-Efficient Mobility Prediction Routing Protocol for Freely Floating Underwater Acoustic Sensor Networks |
title_sort |
energy-efficient mobility prediction routing protocol for freely floating underwater acoustic sensor networks |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Communications and Networks |
issn |
2673-530X |
publishDate |
2021-08-01 |
description |
Recently, there has been an increasing interest in monitoring and exploring underwater environments for scientific applications such as oceanographic data collection, marine surveillance, and pollution detection. Underwater acoustic sensor networks (UASNs) have been proposed as the enabling technology to observe, map, and explore the ocean. The unique characteristics of underwater aquatic environments such as low bandwidth, long propagation delays, and high energy consumption make the data forwarding process very difficult. Moreover, the mobility of the underwater sensors is considered an additional constraint for the success of the data forwarding process. That being said, most of the data forwarding protocols do not realistically consider the dynamic topology of underwater environment as sensor nodes move with the water currents, which is a natural phenomenon. In this research, we propose a mobility prediction optimal data forwarding (MPODF) protocol for UASNs based on mobility prediction. Indeed, by considering a realistic, physically inspired mobility model, our protocol succeeds to forward every generated data packet through one single best path without the need to exchange notification messages, thanks to the mobility prediction module. Simulation results show that our protocol achieves a high packet delivery ratio, high energy efficiency, and reduced end-to-end delay. |
topic |
underwater acoustic sensor networks data forwarding protocol freely floating underwater sensors routing protocols prediction-based routing |
url |
https://www.frontiersin.org/articles/10.3389/frcmn.2021.692002/full |
work_keys_str_mv |
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