Provisioning an energy efficient with maximum coverage WSN through biological inspired sensor node placement

Husna Zainol Abidin, Norashidah Md Din

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Maximum coverage Wireless Sensor Network (WSN) with lower energy consumption may not be achieved without a proper sensor node placement. This paper uses a biologically inspired optimization technique known as Territorial Predator Scent Marking Algorithm (TPSMA) with maximum coverage ratio objective function to arrange the sensor nodes in WSN. The coverage ratio and energy consumption provided by this algorithm is then compared with Genetic Algorithm (GA) based sensor node placement algorithm. Simulation results show that the WSN with TPSMA sensor node placement performed better than the GA with bigger coverage and it is envisaged that the lifetime will be longer.

Original languageEnglish
Title of host publicationISTT 2014 - 2014 IEEE 2nd International Symposium on Telecommunication Technologies
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages341-345
Number of pages5
ISBN (Electronic)9781479959822
DOIs
Publication statusPublished - 02 Sep 2015
Event2nd IEEE International Symposium on Telecommunication Technologies, ISTT 2014 - Langkawi, Malaysia
Duration: 24 Nov 201426 Nov 2014

Other

Other2nd IEEE International Symposium on Telecommunication Technologies, ISTT 2014
CountryMalaysia
CityLangkawi
Period24/11/1426/11/14

Fingerprint

Sensor nodes
Wireless sensor networks
Energy utilization
Genetic algorithms

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications

Cite this

Abidin, H. Z., & Md Din, N. (2015). Provisioning an energy efficient with maximum coverage WSN through biological inspired sensor node placement. In ISTT 2014 - 2014 IEEE 2nd International Symposium on Telecommunication Technologies (pp. 341-345). [7238232] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISTT.2014.7238232
Abidin, Husna Zainol ; Md Din, Norashidah. / Provisioning an energy efficient with maximum coverage WSN through biological inspired sensor node placement. ISTT 2014 - 2014 IEEE 2nd International Symposium on Telecommunication Technologies. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 341-345
@inproceedings{f9c6297a829344f28514d05afdab74e3,
title = "Provisioning an energy efficient with maximum coverage WSN through biological inspired sensor node placement",
abstract = "Maximum coverage Wireless Sensor Network (WSN) with lower energy consumption may not be achieved without a proper sensor node placement. This paper uses a biologically inspired optimization technique known as Territorial Predator Scent Marking Algorithm (TPSMA) with maximum coverage ratio objective function to arrange the sensor nodes in WSN. The coverage ratio and energy consumption provided by this algorithm is then compared with Genetic Algorithm (GA) based sensor node placement algorithm. Simulation results show that the WSN with TPSMA sensor node placement performed better than the GA with bigger coverage and it is envisaged that the lifetime will be longer.",
author = "Abidin, {Husna Zainol} and {Md Din}, Norashidah",
year = "2015",
month = "9",
day = "2",
doi = "10.1109/ISTT.2014.7238232",
language = "English",
pages = "341--345",
booktitle = "ISTT 2014 - 2014 IEEE 2nd International Symposium on Telecommunication Technologies",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
address = "United States",

}

Abidin, HZ & Md Din, N 2015, Provisioning an energy efficient with maximum coverage WSN through biological inspired sensor node placement. in ISTT 2014 - 2014 IEEE 2nd International Symposium on Telecommunication Technologies., 7238232, Institute of Electrical and Electronics Engineers Inc., pp. 341-345, 2nd IEEE International Symposium on Telecommunication Technologies, ISTT 2014, Langkawi, Malaysia, 24/11/14. https://doi.org/10.1109/ISTT.2014.7238232

Provisioning an energy efficient with maximum coverage WSN through biological inspired sensor node placement. / Abidin, Husna Zainol; Md Din, Norashidah.

ISTT 2014 - 2014 IEEE 2nd International Symposium on Telecommunication Technologies. Institute of Electrical and Electronics Engineers Inc., 2015. p. 341-345 7238232.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Provisioning an energy efficient with maximum coverage WSN through biological inspired sensor node placement

AU - Abidin, Husna Zainol

AU - Md Din, Norashidah

PY - 2015/9/2

Y1 - 2015/9/2

N2 - Maximum coverage Wireless Sensor Network (WSN) with lower energy consumption may not be achieved without a proper sensor node placement. This paper uses a biologically inspired optimization technique known as Territorial Predator Scent Marking Algorithm (TPSMA) with maximum coverage ratio objective function to arrange the sensor nodes in WSN. The coverage ratio and energy consumption provided by this algorithm is then compared with Genetic Algorithm (GA) based sensor node placement algorithm. Simulation results show that the WSN with TPSMA sensor node placement performed better than the GA with bigger coverage and it is envisaged that the lifetime will be longer.

AB - Maximum coverage Wireless Sensor Network (WSN) with lower energy consumption may not be achieved without a proper sensor node placement. This paper uses a biologically inspired optimization technique known as Territorial Predator Scent Marking Algorithm (TPSMA) with maximum coverage ratio objective function to arrange the sensor nodes in WSN. The coverage ratio and energy consumption provided by this algorithm is then compared with Genetic Algorithm (GA) based sensor node placement algorithm. Simulation results show that the WSN with TPSMA sensor node placement performed better than the GA with bigger coverage and it is envisaged that the lifetime will be longer.

UR - http://www.scopus.com/inward/record.url?scp=84946595047&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84946595047&partnerID=8YFLogxK

U2 - 10.1109/ISTT.2014.7238232

DO - 10.1109/ISTT.2014.7238232

M3 - Conference contribution

AN - SCOPUS:84946595047

SP - 341

EP - 345

BT - ISTT 2014 - 2014 IEEE 2nd International Symposium on Telecommunication Technologies

PB - Institute of Electrical and Electronics Engineers Inc.

ER -

Abidin HZ, Md Din N. Provisioning an energy efficient with maximum coverage WSN through biological inspired sensor node placement. In ISTT 2014 - 2014 IEEE 2nd International Symposium on Telecommunication Technologies. Institute of Electrical and Electronics Engineers Inc. 2015. p. 341-345. 7238232 https://doi.org/10.1109/ISTT.2014.7238232