An improved algorithm for quantifying real-time impedance biosensor signals

In previously published work [1] we presented a real-time electrochemical impedance biosensor prototype system and a state-space estimation algorithm for signal quantification. Experiments in the interim have revealed some algorithm failure modes which reduced the reliability and repeatability of qu...

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Hauptverfasser: Messing, D. S., Ghindilis, A., Schwarzkopf, K.
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung:In previously published work [1] we presented a real-time electrochemical impedance biosensor prototype system and a state-space estimation algorithm for signal quantification. Experiments in the interim have revealed some algorithm failure modes which reduced the reliability and repeatability of quantification. The present work describes a related algorithm that introduces constraints based on a priori knowledge of the expected signals predicted by the biosensor signal model. The improvements in reliability and repeatability bring the system close to deployment for real-world trials.
ISSN:1094-687X
1557-170X
1558-4615
DOI:10.1109/IEMBS.2011.6090751