EODS: An Energy-efficient Online Decision Scheme in delay-sensitive sensor networks for rare-event detection

Lijie Xu; Jiannong Cao; Xuefeng Liu; Haipeng Dai; Guihai Chen

doi:10.1109/ICPADS.2012.50

EODS: An Energy-efficient Online Decision Scheme in delay-sensitive sensor networks for rare-event detection

Lijie Xu^*
, Jiannong Cao
, Xuefeng Liu
, Haipeng Dai
, Guihai Chen

^*Corresponding author for this work

Nanjing University
Hong Kong Polytechnic University
Shanghai Jiao Tong University

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

1 Scopus citations

Abstract

In many applications of WSNs, the events occur infrequently but once they occur, the corresponding information needs to be sent to the sink node in a short period of time for the necessary reactions. Detection of rare events in a fast and energy-efficient manner is an important issue in WSNs. In this paper, based on the optimal solution for the Best-choice Problem with Bounded Random Observation Number, we propose an Energy-efficient Online Decision Scheme (EODS) to handle this problem. Combining with the design of nodes' duty cycle, the EODS avoids the redundant transmissions and achieves the tradeoff between delay and energy efficiency. Simulation results reveal that the EODS achieves a good balance between delay and energy efficiency.

Original language	English
Title of host publication	Proceedings of the 2012 IEEE 18th International Conference on Parallel and Distributed Systems, ICPADS 2012
Pages	307-314
Number of pages	8
DOIs	https://doi.org/10.1109/ICPADS.2012.50
State	Published - 2012
Externally published	Yes
Event	18th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2012 - Singapore, Singapore Duration: 17 Dec 2012 → 19 Dec 2012

Publication series

Name	Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS
ISSN (Print)	1521-9097

Conference

Conference	18th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2012
Country/Territory	Singapore
City	Singapore
Period	17/12/12 → 19/12/12

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Duty-cycled WSNs
Energyefficient
Online decision
Rare-event detection

Access to Document

10.1109/ICPADS.2012.50

Cite this

Xu, L., Cao, J., Liu, X., Dai, H., & Chen, G. (2012). EODS: An Energy-efficient Online Decision Scheme in delay-sensitive sensor networks for rare-event detection. In Proceedings of the 2012 IEEE 18th International Conference on Parallel and Distributed Systems, ICPADS 2012 (pp. 307-314). Article 6413682 (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS). https://doi.org/10.1109/ICPADS.2012.50

Xu, Lijie ; Cao, Jiannong ; Liu, Xuefeng et al. / EODS : An Energy-efficient Online Decision Scheme in delay-sensitive sensor networks for rare-event detection. Proceedings of the 2012 IEEE 18th International Conference on Parallel and Distributed Systems, ICPADS 2012. 2012. pp. 307-314 (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS).

@inproceedings{809e930480014b81aa0bb7320b8ee1b4,

title = "EODS: An Energy-efficient Online Decision Scheme in delay-sensitive sensor networks for rare-event detection",

abstract = "In many applications of WSNs, the events occur infrequently but once they occur, the corresponding information needs to be sent to the sink node in a short period of time for the necessary reactions. Detection of rare events in a fast and energy-efficient manner is an important issue in WSNs. In this paper, based on the optimal solution for the Best-choice Problem with Bounded Random Observation Number, we propose an Energy-efficient Online Decision Scheme (EODS) to handle this problem. Combining with the design of nodes' duty cycle, the EODS avoids the redundant transmissions and achieves the tradeoff between delay and energy efficiency. Simulation results reveal that the EODS achieves a good balance between delay and energy efficiency.",

keywords = "Duty-cycled WSNs, Energyefficient, Online decision, Rare-event detection",

author = "Lijie Xu and Jiannong Cao and Xuefeng Liu and Haipeng Dai and Guihai Chen",

year = "2012",

doi = "10.1109/ICPADS.2012.50",

language = "英语",

isbn = "9780769549033",

series = "Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS",

pages = "307--314",

booktitle = "Proceedings of the 2012 IEEE 18th International Conference on Parallel and Distributed Systems, ICPADS 2012",

note = "18th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2012 ; Conference date: 17-12-2012 Through 19-12-2012",

}

Xu, L, Cao, J, Liu, X, Dai, H & Chen, G 2012, EODS: An Energy-efficient Online Decision Scheme in delay-sensitive sensor networks for rare-event detection. in Proceedings of the 2012 IEEE 18th International Conference on Parallel and Distributed Systems, ICPADS 2012., 6413682, Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS, pp. 307-314, 18th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2012, Singapore, Singapore, 17/12/12. https://doi.org/10.1109/ICPADS.2012.50

EODS: An Energy-efficient Online Decision Scheme in delay-sensitive sensor networks for rare-event detection. / Xu, Lijie; Cao, Jiannong; Liu, Xuefeng et al.
Proceedings of the 2012 IEEE 18th International Conference on Parallel and Distributed Systems, ICPADS 2012. 2012. p. 307-314 6413682 (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS).

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

TY - GEN

T1 - EODS

T2 - 18th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2012

AU - Xu, Lijie

AU - Cao, Jiannong

AU - Liu, Xuefeng

AU - Dai, Haipeng

AU - Chen, Guihai

PY - 2012

Y1 - 2012

N2 - In many applications of WSNs, the events occur infrequently but once they occur, the corresponding information needs to be sent to the sink node in a short period of time for the necessary reactions. Detection of rare events in a fast and energy-efficient manner is an important issue in WSNs. In this paper, based on the optimal solution for the Best-choice Problem with Bounded Random Observation Number, we propose an Energy-efficient Online Decision Scheme (EODS) to handle this problem. Combining with the design of nodes' duty cycle, the EODS avoids the redundant transmissions and achieves the tradeoff between delay and energy efficiency. Simulation results reveal that the EODS achieves a good balance between delay and energy efficiency.

AB - In many applications of WSNs, the events occur infrequently but once they occur, the corresponding information needs to be sent to the sink node in a short period of time for the necessary reactions. Detection of rare events in a fast and energy-efficient manner is an important issue in WSNs. In this paper, based on the optimal solution for the Best-choice Problem with Bounded Random Observation Number, we propose an Energy-efficient Online Decision Scheme (EODS) to handle this problem. Combining with the design of nodes' duty cycle, the EODS avoids the redundant transmissions and achieves the tradeoff between delay and energy efficiency. Simulation results reveal that the EODS achieves a good balance between delay and energy efficiency.

KW - Duty-cycled WSNs

KW - Energyefficient

KW - Online decision

KW - Rare-event detection

UR - https://www.scopus.com/pages/publications/84874082307

U2 - 10.1109/ICPADS.2012.50

DO - 10.1109/ICPADS.2012.50

M3 - 会议稿件

AN - SCOPUS:84874082307

SN - 9780769549033

T3 - Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS

SP - 307

EP - 314

BT - Proceedings of the 2012 IEEE 18th International Conference on Parallel and Distributed Systems, ICPADS 2012

Y2 - 17 December 2012 through 19 December 2012

ER -

Xu L, Cao J, Liu X, Dai H, Chen G. EODS: An Energy-efficient Online Decision Scheme in delay-sensitive sensor networks for rare-event detection. In Proceedings of the 2012 IEEE 18th International Conference on Parallel and Distributed Systems, ICPADS 2012. 2012. p. 307-314. 6413682. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS). doi: 10.1109/ICPADS.2012.50

EODS: An Energy-efficient Online Decision Scheme in delay-sensitive sensor networks for rare-event detection

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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