Title :
Prediction and Voronoi graph construction with a dense network of simple sensors
Author :
Salah, Albert Ali ; Pauwels, Eric J.
Author_Institution :
Signals & Images Group, CWI, Amsterdam
Abstract :
It is possible to monitor an environment with a dense network of cheap and simple sensors instead of a few expensive and complex sensors. In this paper, we show how to use the T-pattern algorithm to make sense of a large number of simple sensor readings. We propose two modifications to the basic T-pattern algorithm to use it in this context. In particular, we predict sensor activations given present activity, and we derive a topological layout of the environment automatically.
Keywords :
computational geometry; wireless sensor networks; T-pattern algorithm; Voronoi graph construction; complex sensors; dense network; Image sensors; Monitoring; Recurrent neural networks;
Conference_Titel :
Signal Processing, Communication and Applications Conference, 2008. SIU 2008. IEEE 16th
Conference_Location :
Aydin
Print_ISBN :
978-1-4244-1998-2
Electronic_ISBN :
978-1-4244-1999-9
DOI :
10.1109/SIU.2008.4632744