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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.
Instrumentation and Measurement, IEEE Transactions on (Volume:54 , Issue: 1 )
Date of Publication: Feb. 2005