A layered approach to in situ data management on a wireless sensor network

Chris Roadknight; Laura Parrott; Nathan Boyd; Ian W. Marshall

A layered approach to in situ data management on a wireless sensor network

Chris Roadknight, Laura Parrott, Nathan Boyd, Ian W. Marshall

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

9 Citations (Scopus)

Abstract

A multi-layered algorithm is proposed that provides a scalable and adaptive method for handling data on a wireless sensor network. Statistical tests, local feedback and global genetic style material exchange ensure limited resources such as battery and bandwidth are used efficiently by manipulating data at the source and important features in the time series are not lost when compression needs to be made. The approach leads to a more 'hands off' implementation which is demonstrated by a real world oceanographic deployment of the system.

Original language	English
Title of host publication	Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04
Editors	M. Palaniswami, B. Krishnamachari, A. Sowmya, S. Challa, M. Palaniswami, B. Krishnamachari, A. Sowmya, S. Challa
Pages	85-90
Number of pages	6
Publication status	Published - 2004
Event	2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04 - Melbourne, Australia Duration: 14 Dec 2004 → 17 Dec 2004

Publication series

Name	Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04

Conference

Conference	2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04
Country/Territory	Australia
City	Melbourne
Period	14/12/04 → 17/12/04

Cite this

Roadknight, C., Parrott, L., Boyd, N., & Marshall, I. W. (2004). A layered approach to in situ data management on a wireless sensor network. In M. Palaniswami, B. Krishnamachari, A. Sowmya, S. Challa, M. Palaniswami, B. Krishnamachari, A. Sowmya, & S. Challa (Eds.), Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04 (pp. 85-90). (Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04).

Roadknight, Chris ; Parrott, Laura ; Boyd, Nathan et al. / A layered approach to in situ data management on a wireless sensor network. Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04. editor / M. Palaniswami ; B. Krishnamachari ; A. Sowmya ; S. Challa ; M. Palaniswami ; B. Krishnamachari ; A. Sowmya ; S. Challa. 2004. pp. 85-90 (Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04).

@inproceedings{53dd2d89a75448fba151aa3304b48405,

title = "A layered approach to in situ data management on a wireless sensor network",

abstract = "A multi-layered algorithm is proposed that provides a scalable and adaptive method for handling data on a wireless sensor network. Statistical tests, local feedback and global genetic style material exchange ensure limited resources such as battery and bandwidth are used efficiently by manipulating data at the source and important features in the time series are not lost when compression needs to be made. The approach leads to a more 'hands off' implementation which is demonstrated by a real world oceanographic deployment of the system.",

author = "Chris Roadknight and Laura Parrott and Nathan Boyd and Marshall, {Ian W.}",

year = "2004",

language = "English",

isbn = "0780388933",

series = "Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04",

pages = "85--90",

editor = "M. Palaniswami and B. Krishnamachari and A. Sowmya and S. Challa and M. Palaniswami and B. Krishnamachari and A. Sowmya and S. Challa",

booktitle = "Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04",

note = "2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04 ; Conference date: 14-12-2004 Through 17-12-2004",

}

Roadknight, C, Parrott, L, Boyd, N & Marshall, IW 2004, A layered approach to in situ data management on a wireless sensor network. in M Palaniswami, B Krishnamachari, A Sowmya, S Challa, M Palaniswami, B Krishnamachari, A Sowmya & S Challa (eds), Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04. Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04, pp. 85-90, 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04, Melbourne, Australia, 14/12/04.

A layered approach to in situ data management on a wireless sensor network. / Roadknight, Chris; Parrott, Laura; Boyd, Nathan et al.
Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04. ed. / M. Palaniswami; B. Krishnamachari; A. Sowmya; S. Challa; M. Palaniswami; B. Krishnamachari; A. Sowmya; S. Challa. 2004. p. 85-90 (Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04).

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

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AU - Parrott, Laura

AU - Boyd, Nathan

AU - Marshall, Ian W.

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M3 - Conference contribution

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SN - 0780388933

SN - 9780780388932

T3 - Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04

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BT - Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04

A2 - Palaniswami, M.

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A2 - Krishnamachari, B.

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T2 - 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04

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Roadknight C, Parrott L, Boyd N, Marshall IW. A layered approach to in situ data management on a wireless sensor network. In Palaniswami M, Krishnamachari B, Sowmya A, Challa S, Palaniswami M, Krishnamachari B, Sowmya A, Challa S, editors, Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04. 2004. p. 85-90. (Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04).

A layered approach to in situ data management on a wireless sensor network

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