An Improved Forwarding of Diverse Events with Mobile Sinks in Underwater Wireless Sensor Networks

In this paper, a novel routing strategy to cater the energy consumption and delay sensitivity issues in deep underwater wireless sensor networks is proposed. This strategy is named as ESDR: Event Segregation based Delay sensitive Routing. In this strategy sensed events are segregated on the basis of...

Full description

Bibliographic Details
Main Authors: Waseem Raza, Farzana Arshad, Imran Ahmed, Wadood Abdul, Sanaa Ghouzali, Iftikhar Azim Niaz, Nadeem Javaid
Format: Article
Language:English
Published: MDPI AG 2016-11-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/16/11/1850
_version_ 1818015405782859776
author Waseem Raza
Farzana Arshad
Imran Ahmed
Wadood Abdul
Sanaa Ghouzali
Iftikhar Azim Niaz
Nadeem Javaid
author_facet Waseem Raza
Farzana Arshad
Imran Ahmed
Wadood Abdul
Sanaa Ghouzali
Iftikhar Azim Niaz
Nadeem Javaid
author_sort Waseem Raza
collection DOAJ
description In this paper, a novel routing strategy to cater the energy consumption and delay sensitivity issues in deep underwater wireless sensor networks is proposed. This strategy is named as ESDR: Event Segregation based Delay sensitive Routing. In this strategy sensed events are segregated on the basis of their criticality and, are forwarded to their respective destinations based on forwarding functions. These functions depend on different routing metrics like: Signal Quality Index, Localization free Signal to Noise Ratio, Energy Cost Function and Depth Dependent Function. The problem of incomparable values of previously defined forwarding functions causes uneven delays in forwarding process. Hence forwarding functions are redefined to ensure their comparable values in different depth regions. Packet forwarding strategy is based on the event segregation approach which forwards one third of the generated events (delay sensitive) to surface sinks and two third events (normal events) are forwarded to mobile sinks. Motion of mobile sinks is influenced by the relative distribution of normal nodes. We have also incorporated two different mobility patterns named as; adaptive mobility and uniform mobility for mobile sinks. The later one is implemented for collecting the packets generated by the normal nodes. These improvements ensure optimum holding time, uniform delay and in-time reporting of delay sensitive events. This scheme is compared with the existing ones and outperforms the existing schemes in terms of network lifetime, delay and throughput.
first_indexed 2024-04-14T06:57:40Z
format Article
id doaj.art-f0a11b89f10f4adb95d359182af53313
institution Directory Open Access Journal
issn 1424-8220
language English
last_indexed 2024-04-14T06:57:40Z
publishDate 2016-11-01
publisher MDPI AG
record_format Article
series Sensors
spelling doaj.art-f0a11b89f10f4adb95d359182af533132022-12-22T02:06:51ZengMDPI AGSensors1424-82202016-11-011611185010.3390/s16111850s16111850An Improved Forwarding of Diverse Events with Mobile Sinks in Underwater Wireless Sensor NetworksWaseem Raza0Farzana Arshad1Imran Ahmed2Wadood Abdul3Sanaa Ghouzali4Iftikhar Azim Niaz5Nadeem Javaid6Department of Telecommunication Engineering, UET Taxila, Taxila 47080, PakistanDepartment of Telecommunication Engineering, UET Taxila, Taxila 47080, PakistanInstitute of Management Sciences (IMS), Peshawar 25000, PakistanDepartment of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh 11633, Saudi ArabiaInformation Technology Department, College of Computer and Information Sciences, King Saud University, Riyadh 11633, Saudi ArabiaCOMSATS Institute of Information Technology, Islamabad 44000, PakistanCOMSATS Institute of Information Technology, Islamabad 44000, PakistanIn this paper, a novel routing strategy to cater the energy consumption and delay sensitivity issues in deep underwater wireless sensor networks is proposed. This strategy is named as ESDR: Event Segregation based Delay sensitive Routing. In this strategy sensed events are segregated on the basis of their criticality and, are forwarded to their respective destinations based on forwarding functions. These functions depend on different routing metrics like: Signal Quality Index, Localization free Signal to Noise Ratio, Energy Cost Function and Depth Dependent Function. The problem of incomparable values of previously defined forwarding functions causes uneven delays in forwarding process. Hence forwarding functions are redefined to ensure their comparable values in different depth regions. Packet forwarding strategy is based on the event segregation approach which forwards one third of the generated events (delay sensitive) to surface sinks and two third events (normal events) are forwarded to mobile sinks. Motion of mobile sinks is influenced by the relative distribution of normal nodes. We have also incorporated two different mobility patterns named as; adaptive mobility and uniform mobility for mobile sinks. The later one is implemented for collecting the packets generated by the normal nodes. These improvements ensure optimum holding time, uniform delay and in-time reporting of delay sensitive events. This scheme is compared with the existing ones and outperforms the existing schemes in terms of network lifetime, delay and throughput.http://www.mdpi.com/1424-8220/16/11/1850energy efficiencydelay-sensitive routingforwarding functionholding timeevent segregationnetwork lifetimethroughput
spellingShingle Waseem Raza
Farzana Arshad
Imran Ahmed
Wadood Abdul
Sanaa Ghouzali
Iftikhar Azim Niaz
Nadeem Javaid
An Improved Forwarding of Diverse Events with Mobile Sinks in Underwater Wireless Sensor Networks
Sensors
energy efficiency
delay-sensitive routing
forwarding function
holding time
event segregation
network lifetime
throughput
title An Improved Forwarding of Diverse Events with Mobile Sinks in Underwater Wireless Sensor Networks
title_full An Improved Forwarding of Diverse Events with Mobile Sinks in Underwater Wireless Sensor Networks
title_fullStr An Improved Forwarding of Diverse Events with Mobile Sinks in Underwater Wireless Sensor Networks
title_full_unstemmed An Improved Forwarding of Diverse Events with Mobile Sinks in Underwater Wireless Sensor Networks
title_short An Improved Forwarding of Diverse Events with Mobile Sinks in Underwater Wireless Sensor Networks
title_sort improved forwarding of diverse events with mobile sinks in underwater wireless sensor networks
topic energy efficiency
delay-sensitive routing
forwarding function
holding time
event segregation
network lifetime
throughput
url http://www.mdpi.com/1424-8220/16/11/1850
work_keys_str_mv AT waseemraza animprovedforwardingofdiverseeventswithmobilesinksinunderwaterwirelesssensornetworks
AT farzanaarshad animprovedforwardingofdiverseeventswithmobilesinksinunderwaterwirelesssensornetworks
AT imranahmed animprovedforwardingofdiverseeventswithmobilesinksinunderwaterwirelesssensornetworks
AT wadoodabdul animprovedforwardingofdiverseeventswithmobilesinksinunderwaterwirelesssensornetworks
AT sanaaghouzali animprovedforwardingofdiverseeventswithmobilesinksinunderwaterwirelesssensornetworks
AT iftikharazimniaz animprovedforwardingofdiverseeventswithmobilesinksinunderwaterwirelesssensornetworks
AT nadeemjavaid animprovedforwardingofdiverseeventswithmobilesinksinunderwaterwirelesssensornetworks
AT waseemraza improvedforwardingofdiverseeventswithmobilesinksinunderwaterwirelesssensornetworks
AT farzanaarshad improvedforwardingofdiverseeventswithmobilesinksinunderwaterwirelesssensornetworks
AT imranahmed improvedforwardingofdiverseeventswithmobilesinksinunderwaterwirelesssensornetworks
AT wadoodabdul improvedforwardingofdiverseeventswithmobilesinksinunderwaterwirelesssensornetworks
AT sanaaghouzali improvedforwardingofdiverseeventswithmobilesinksinunderwaterwirelesssensornetworks
AT iftikharazimniaz improvedforwardingofdiverseeventswithmobilesinksinunderwaterwirelesssensornetworks
AT nadeemjavaid improvedforwardingofdiverseeventswithmobilesinksinunderwaterwirelesssensornetworks