A target detection algorithm for hierarchical area monitoring wireless sensor networks

Jiehui Chen, Mitsuji Matsumoto

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

Abstract

In the paper, an intelligent, energy-aware target detection algorithm in area monitoring of hierarchical clustered wireless sensor network was proposed where the corresponding messages to the detected targets are reliably relayed to the sink in the form of aggregated data packets. It has following key features: a new concept of multi-hop neighborhood based cluster head (CH) selection; the sink assigned adaptable multi-parameter computation capacity to all sensor nodes who do collaboratively manage the packet relay in a fast and accurate way; the network topology is changeable based on the number of currently alive sensor nodes and their corresponding residual energy. Simulations significantly verify that the proposed algorithm achieve sound target detection capability in terms of accuracy, reliability and energy efficiency.

Original languageEnglish
Title of host publicationIEEE International Conference on Industrial Informatics (INDIN)
Pages980-985
Number of pages6
DOIs
Publication statusPublished - 2010
Event8th IEEE International Conference on Industrial Informatics, INDIN 2010 - Osaka
Duration: 2010 Jul 132010 Jul 16

Other

Other8th IEEE International Conference on Industrial Informatics, INDIN 2010
CityOsaka
Period10/7/1310/7/16

Fingerprint

Target tracking
Sensor nodes
Wireless sensor networks
Monitoring
Energy efficiency
Topology
Acoustic waves

ASJC Scopus subject areas

  • Computer Science Applications
  • Information Systems

Cite this

Chen, J., & Matsumoto, M. (2010). A target detection algorithm for hierarchical area monitoring wireless sensor networks. In IEEE International Conference on Industrial Informatics (INDIN) (pp. 980-985). [5549607] https://doi.org/10.1109/INDIN.2010.5549607

A target detection algorithm for hierarchical area monitoring wireless sensor networks. / Chen, Jiehui; Matsumoto, Mitsuji.

IEEE International Conference on Industrial Informatics (INDIN). 2010. p. 980-985 5549607.

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

Chen, J & Matsumoto, M 2010, A target detection algorithm for hierarchical area monitoring wireless sensor networks. in IEEE International Conference on Industrial Informatics (INDIN)., 5549607, pp. 980-985, 8th IEEE International Conference on Industrial Informatics, INDIN 2010, Osaka, 10/7/13. https://doi.org/10.1109/INDIN.2010.5549607
Chen J, Matsumoto M. A target detection algorithm for hierarchical area monitoring wireless sensor networks. In IEEE International Conference on Industrial Informatics (INDIN). 2010. p. 980-985. 5549607 https://doi.org/10.1109/INDIN.2010.5549607
Chen, Jiehui ; Matsumoto, Mitsuji. / A target detection algorithm for hierarchical area monitoring wireless sensor networks. IEEE International Conference on Industrial Informatics (INDIN). 2010. pp. 980-985
@inproceedings{d9a0a38998ab49c8abca865b798569d3,
title = "A target detection algorithm for hierarchical area monitoring wireless sensor networks",
abstract = "In the paper, an intelligent, energy-aware target detection algorithm in area monitoring of hierarchical clustered wireless sensor network was proposed where the corresponding messages to the detected targets are reliably relayed to the sink in the form of aggregated data packets. It has following key features: a new concept of multi-hop neighborhood based cluster head (CH) selection; the sink assigned adaptable multi-parameter computation capacity to all sensor nodes who do collaboratively manage the packet relay in a fast and accurate way; the network topology is changeable based on the number of currently alive sensor nodes and their corresponding residual energy. Simulations significantly verify that the proposed algorithm achieve sound target detection capability in terms of accuracy, reliability and energy efficiency.",
author = "Jiehui Chen and Mitsuji Matsumoto",
year = "2010",
doi = "10.1109/INDIN.2010.5549607",
language = "English",
isbn = "9781424473007",
pages = "980--985",
booktitle = "IEEE International Conference on Industrial Informatics (INDIN)",

}

TY - GEN

T1 - A target detection algorithm for hierarchical area monitoring wireless sensor networks

AU - Chen, Jiehui

AU - Matsumoto, Mitsuji

PY - 2010

Y1 - 2010

N2 - In the paper, an intelligent, energy-aware target detection algorithm in area monitoring of hierarchical clustered wireless sensor network was proposed where the corresponding messages to the detected targets are reliably relayed to the sink in the form of aggregated data packets. It has following key features: a new concept of multi-hop neighborhood based cluster head (CH) selection; the sink assigned adaptable multi-parameter computation capacity to all sensor nodes who do collaboratively manage the packet relay in a fast and accurate way; the network topology is changeable based on the number of currently alive sensor nodes and their corresponding residual energy. Simulations significantly verify that the proposed algorithm achieve sound target detection capability in terms of accuracy, reliability and energy efficiency.

AB - In the paper, an intelligent, energy-aware target detection algorithm in area monitoring of hierarchical clustered wireless sensor network was proposed where the corresponding messages to the detected targets are reliably relayed to the sink in the form of aggregated data packets. It has following key features: a new concept of multi-hop neighborhood based cluster head (CH) selection; the sink assigned adaptable multi-parameter computation capacity to all sensor nodes who do collaboratively manage the packet relay in a fast and accurate way; the network topology is changeable based on the number of currently alive sensor nodes and their corresponding residual energy. Simulations significantly verify that the proposed algorithm achieve sound target detection capability in terms of accuracy, reliability and energy efficiency.

UR - http://www.scopus.com/inward/record.url?scp=77956623393&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=77956623393&partnerID=8YFLogxK

U2 - 10.1109/INDIN.2010.5549607

DO - 10.1109/INDIN.2010.5549607

M3 - Conference contribution

AN - SCOPUS:77956623393

SN - 9781424473007

SP - 980

EP - 985

BT - IEEE International Conference on Industrial Informatics (INDIN)

ER -