Title :
An on-line water monitoring system using a smart ISFET array
Author :
Bermejo, S. ; Bedoya, Guillermo ; Parisi, Vicenç ; Cabestany, Joan
Author_Institution :
Univ. Politecnica de Catalunya, Barcelona, Spain
Abstract :
In this work we present a new on-line water pollution monitoring system. The system includes a smart array of ion-selective field effect transistors (ISFETs) as a front-end and also at post-processing stages in order to transmit the stored measures of ion concentrations. The intelligence in the smart sensors is provided by a blind source separation (BSS) algorithm which continuously learns from measures of how to detect the ion concentrations available in the mixed signal observed in the array´s output. The computational simplicity of the BSS algorithm and its capability of continuous learning from the environment, allow the design of a low-power, cheap and small system that monitors water in real-time, and is a contrast to the classical off-line approach based on a water analysis of the extracted measures in the laboratory. The work is in progress, as part of the SEWING project (IST-2000-28084).
Keywords :
blind source separation; computerised monitoring; field effect transistors; intelligent sensors; water pollution measurement; SEWING Project; blind source separation algorithm; computational simplicity; data transmission; ion concentration measurement; ion-selective field effect transistors; mixed signal; on-line water monitoring system; on-line water pollution monitoring system; post-processing stage; smart ISFET array; smart sensors; systern for water monitoring project; Algorithm design and analysis; Blind source separation; Computational intelligence; FETs; Intelligent sensors; Monitoring; Pollution measurement; Sensor arrays; Source separation; Water pollution;
Conference_Titel :
IECON 02 [Industrial Electronics Society, IEEE 2002 28th Annual Conference of the]
Print_ISBN :
0-7803-7474-6
DOI :
10.1109/IECON.2002.1182838