Roadknight, C. and Parrott, L. and Boyd, N. and Marshall, I.W (2004) A Layered Approach to in-situ Data Management on a Wireless Sensor Network. In: Proceedings of the 2004 Intelligent Sensors, Sensor Networks & Information Processing Conference. IEEE pp. 85-90. ISBN 0-7803-8893-3 .
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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.
|Item Type:||Conference or workshop item (Paper)|
|Subjects:||Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming,|
|Divisions:||Faculties > Science Technology and Medical Studies > School of Computing > Computational Intelligence Group|
|Depositing User:||Mark Wheadon|
|Date Deposited:||24 Nov 2008 18:01|
|Last Modified:||11 Jul 2009 01:38|
|Resource URI:||http://kar.kent.ac.uk/id/eprint/14024 (The current URI for this page, for reference purposes)|
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