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Self-organizing maps application in a remote water quality monitoring system

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4 Author(s)
Postolache, O.A. ; Centro de Electrotecnia Teorica e Medidas, Instituto Superior Tecnico, Lisboa, Portugal ; Girao, P.M.B.S. ; Pereira, J.M.D. ; Ramos, H.M.G.

This work was developed in the context of a system for remote water quality monitoring based on a wireless local area network (WLAN) and includes a Kohonen self-organizing map (K-SOM) implementation in order to perform sensor data validation and reconstruction and sensor failure and pollution event detections. Simulation and experimental results are presented.

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Instrumentation and Measurement, IEEE Transactions on  (Volume:54 ,  Issue: 1 )