Real-time data management on a wireless sensor network

被引:4
|
作者
Roadknight, C
Parrott, L
Boyd, N
Marshall, IW
机构
[1] BT, Pervas ICT Res Ctr, Adastral Pk IPS 3RE, Suffolk, England
[2] Univ Kent, Dept Comp Sci, Comp Lab, Canterbury, Kent, England
[3] Intelisys Ltd, Manchester, Lancs, England
关键词
Al; sensor networks; oceanography;
D O I
10.1080/15501320590966468
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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 which 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.
引用
收藏
页码:215 / 225
页数:11
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