A wireless sensor network location algorithm based on simulated annealing

Zhongcheng Su; Fei Shang; Rui Wang

doi:10.1109/BMEI.2009.5304995

A wireless sensor network location algorithm based on simulated annealing

Zhongcheng Su^*
, Fei Shang
, Rui Wang

^*Corresponding author for this work

Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Citations (Scopus)

Abstract

Wireless sensor network (WSN) is widely used recently and sensor location plays a critical role in WSN such as medical care field. Although GPS receiver on every sensor node can locate successfully, it is costly. In the past, a number of location discovery schemes have been proposed. Most of these schemes are designed without considering the characteristics of nodes in real environment. This paper analyzes the radio model and measurement error model of physical nodes, based on which a localization algorithm is proposed. The simulated annealing is introduced to improve the location accuracy. Simulation and practical results demonstrate its feasibility.

Original language	English
Title of host publication	Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009
Publisher	IEEE Computer Society
ISBN (Print)	9781424441341
DOIs	https://doi.org/10.1109/BMEI.2009.5304995
Publication status	Published - 2009
Externally published	Yes
Event	2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009, Held in conjunction with the 2nd International Congress on Image and Signal Processing, CISP 2009 - Tianjin, China Duration: 17 Oct 2009 → 19 Oct 2009

Publication series

Name	Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009

Conference

Conference	2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009, Held in conjunction with the 2nd International Congress on Image and Signal Processing, CISP 2009
Country/Territory	China
City	Tianjin
Period	17/10/09 → 19/10/09

Keywords

ECG
Location algorithm
Simulated annealing
WSN

Access to Document

10.1109/BMEI.2009.5304995

Cite this

Su, Z., Shang, F., & Wang, R. (2009). A wireless sensor network location algorithm based on simulated annealing. In Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009 Article 5304995 (Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009). IEEE Computer Society. https://doi.org/10.1109/BMEI.2009.5304995

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title = "A wireless sensor network location algorithm based on simulated annealing",

abstract = "Wireless sensor network (WSN) is widely used recently and sensor location plays a critical role in WSN such as medical care field. Although GPS receiver on every sensor node can locate successfully, it is costly. In the past, a number of location discovery schemes have been proposed. Most of these schemes are designed without considering the characteristics of nodes in real environment. This paper analyzes the radio model and measurement error model of physical nodes, based on which a localization algorithm is proposed. The simulated annealing is introduced to improve the location accuracy. Simulation and practical results demonstrate its feasibility.",

keywords = "ECG, Location algorithm, Simulated annealing, WSN",

author = "Zhongcheng Su and Fei Shang and Rui Wang",

year = "2009",

doi = "10.1109/BMEI.2009.5304995",

language = "English",

isbn = "9781424441341",

series = "Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009",

publisher = "IEEE Computer Society",

booktitle = "Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009",

address = "United States",

note = "2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009, Held in conjunction with the 2nd International Congress on Image and Signal Processing, CISP 2009 ; Conference date: 17-10-2009 Through 19-10-2009",

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Su, Z, Shang, F & Wang, R 2009, A wireless sensor network location algorithm based on simulated annealing. in Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009., 5304995, Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009, IEEE Computer Society, 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009, Held in conjunction with the 2nd International Congress on Image and Signal Processing, CISP 2009, Tianjin, China, 17/10/09. https://doi.org/10.1109/BMEI.2009.5304995

A wireless sensor network location algorithm based on simulated annealing. / Su, Zhongcheng; Shang, Fei ; Wang, Rui.
Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009. IEEE Computer Society, 2009. 5304995 (Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Su, Zhongcheng

AU - Shang, Fei

AU - Wang, Rui

PY - 2009

Y1 - 2009

N2 - Wireless sensor network (WSN) is widely used recently and sensor location plays a critical role in WSN such as medical care field. Although GPS receiver on every sensor node can locate successfully, it is costly. In the past, a number of location discovery schemes have been proposed. Most of these schemes are designed without considering the characteristics of nodes in real environment. This paper analyzes the radio model and measurement error model of physical nodes, based on which a localization algorithm is proposed. The simulated annealing is introduced to improve the location accuracy. Simulation and practical results demonstrate its feasibility.

AB - Wireless sensor network (WSN) is widely used recently and sensor location plays a critical role in WSN such as medical care field. Although GPS receiver on every sensor node can locate successfully, it is costly. In the past, a number of location discovery schemes have been proposed. Most of these schemes are designed without considering the characteristics of nodes in real environment. This paper analyzes the radio model and measurement error model of physical nodes, based on which a localization algorithm is proposed. The simulated annealing is introduced to improve the location accuracy. Simulation and practical results demonstrate its feasibility.

KW - ECG

KW - Location algorithm

KW - Simulated annealing

KW - WSN

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U2 - 10.1109/BMEI.2009.5304995

DO - 10.1109/BMEI.2009.5304995

M3 - Conference contribution

AN - SCOPUS:74049111335

SN - 9781424441341

T3 - Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009

BT - Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009

PB - IEEE Computer Society

T2 - 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009, Held in conjunction with the 2nd International Congress on Image and Signal Processing, CISP 2009

Y2 - 17 October 2009 through 19 October 2009

ER -

Su Z, Shang F , Wang R. A wireless sensor network location algorithm based on simulated annealing. In Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009. IEEE Computer Society. 2009. 5304995. (Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, BMEI 2009). doi: 10.1109/BMEI.2009.5304995

A wireless sensor network location algorithm based on simulated annealing

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Keywords

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