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...

Full description

Bibliographic Details
Main Authors: Ghida Jubran Alqahtani, Fatma Bouabdallah
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Communications and Networks
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frcmn.2021.692002/full
id doaj-34e96a529a7644c29a7f21f0232a4f74
record_format Article
spelling 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 AT ghidajubranalqahtani energyefficientmobilitypredictionroutingprotocolforfreelyfloatingunderwateracousticsensornetworks
AT fatmabouabdallah energyefficientmobilitypredictionroutingprotocolforfreelyfloatingunderwateracousticsensornetworks
_version_ 1721215066525663232