Sensor selection for source extraction in heterogeneous wireless sensor networks

Hongbin Chen; Jiuchao Feng; Chi K. Tse

doi:10.1002/dac.1075

Sensor selection for source extraction in heterogeneous wireless sensor networks

Hongbin Chen^*, Jiuchao Feng, Chi K. Tse

^*Corresponding author for this work

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

7 Citations (Scopus)

Abstract

A sensor selection scheme for source extraction in heterogeneous wireless sensor networks is proposed. The proposed scheme selects the sensors corresponding to the reconstructed mixtures with the largest signal-to-noise-ratios to transmit their data to a fusion center. It exploits the heterogeneity of the sensor observations and reduces the amount of transmissions. The results demonstrate that the proposed scheme outperforms the full utilization scheme and the random selection scheme. Copyright © 2009 John Wiley & Sons, Ltd.

Original language	English
Pages (from-to)	543-551
Journal	International Journal of Communication Systems
Volume	23
Issue number	4
Online published	21 Dec 2009
DOIs	https://doi.org/10.1002/dac.1075
Publication status	Published - Apr 2010
Externally published	Yes

Research Keywords

Bblind source separation
Performance evaluation
Sensor selection
Wireless sensor networks

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abstract = "A sensor selection scheme for source extraction in heterogeneous wireless sensor networks is proposed. The proposed scheme selects the sensors corresponding to the reconstructed mixtures with the largest signal-to-noise-ratios to transmit their data to a fusion center. It exploits the heterogeneity of the sensor observations and reduces the amount of transmissions. The results demonstrate that the proposed scheme outperforms the full utilization scheme and the random selection scheme. Copyright {\textcopyright} 2009 John Wiley & Sons, Ltd.",

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T1 - Sensor selection for source extraction in heterogeneous wireless sensor networks

AU - Chen, Hongbin

AU - Feng, Jiuchao

AU - Tse, Chi K.

PY - 2010/4

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N2 - A sensor selection scheme for source extraction in heterogeneous wireless sensor networks is proposed. The proposed scheme selects the sensors corresponding to the reconstructed mixtures with the largest signal-to-noise-ratios to transmit their data to a fusion center. It exploits the heterogeneity of the sensor observations and reduces the amount of transmissions. The results demonstrate that the proposed scheme outperforms the full utilization scheme and the random selection scheme. Copyright © 2009 John Wiley & Sons, Ltd.

AB - A sensor selection scheme for source extraction in heterogeneous wireless sensor networks is proposed. The proposed scheme selects the sensors corresponding to the reconstructed mixtures with the largest signal-to-noise-ratios to transmit their data to a fusion center. It exploits the heterogeneity of the sensor observations and reduces the amount of transmissions. The results demonstrate that the proposed scheme outperforms the full utilization scheme and the random selection scheme. Copyright © 2009 John Wiley & Sons, Ltd.

KW - Bblind source separation

KW - Performance evaluation

KW - Sensor selection

KW - Wireless sensor networks

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DO - 10.1002/dac.1075

M3 - RGC 21 - Publication in refereed journal

SN - 1074-5351

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SP - 543

EP - 551

JO - International Journal of Communication Systems

JF - International Journal of Communication Systems

IS - 4

ER -

Sensor selection for source extraction in heterogeneous wireless sensor networks

Abstract

Research Keywords

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