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Two analyte calibration from the transient response of potentiometric sensors employed with the SIA technique. / Cartas, Raul; Mimendia, Aitor; Legin, Andrey; Del Valle, Manel.

Olfaction and Electronic Nose - Proceedings of the 13th International Symposium on Olfaction and Electronic Nose, ISOEN. Vol. 1137 2009. p. 543-546.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Harvard

Cartas, R, Mimendia, A, Legin, A & Del Valle, M 2009, Two analyte calibration from the transient response of potentiometric sensors employed with the SIA technique. in Olfaction and Electronic Nose - Proceedings of the 13th International Symposium on Olfaction and Electronic Nose, ISOEN. vol. 1137, pp. 543-546, 13th International Symposium on Olfaction and Electronic Nose, ISOEN, Brescia, Italy, 15/04/09. https://doi.org/10.1063/1.3156611

APA

Cartas, R., Mimendia, A., Legin, A., & Del Valle, M. (2009). Two analyte calibration from the transient response of potentiometric sensors employed with the SIA technique. In Olfaction and Electronic Nose - Proceedings of the 13th International Symposium on Olfaction and Electronic Nose, ISOEN (Vol. 1137, pp. 543-546) https://doi.org/10.1063/1.3156611

Vancouver

Cartas R, Mimendia A, Legin A, Del Valle M. Two analyte calibration from the transient response of potentiometric sensors employed with the SIA technique. In Olfaction and Electronic Nose - Proceedings of the 13th International Symposium on Olfaction and Electronic Nose, ISOEN. Vol. 1137. 2009. p. 543-546 https://doi.org/10.1063/1.3156611

Author

Cartas, Raul ; Mimendia, Aitor ; Legin, Andrey ; Del Valle, Manel. / Two analyte calibration from the transient response of potentiometric sensors employed with the SIA technique. Olfaction and Electronic Nose - Proceedings of the 13th International Symposium on Olfaction and Electronic Nose, ISOEN. Vol. 1137 2009. pp. 543-546

BibTeX

@inproceedings{d3a44d68aaf34ae8b03acd3cd4e126b6,
title = "Two analyte calibration from the transient response of potentiometric sensors employed with the SIA technique",
abstract = "Calibration models for multi-analyte electronic tongues have been commonly built using a set of sensors, at least one per analyte under study. Complex signals recorded with these systems are formed by the sensors' responses to the analytes of interest plus interferents, from which a multivariate response model is then developed. This work describes a data treatment method for the simultaneous quantification of two species in solution employing the signal from a single sensor. The approach used here takes advantage of the complex information recorded with one electrode's transient after insertion of sample for building the calibration models for both analytes. The departure information from the electrode was firstly processed by discrete wavelet for transforming the signals to extract useful information and reduce its length, and then by artificial neural networks for fitting a model. Two different potentiometric sensors were used as study case for simultaneously corroborating the effectiveness of the approach.",
keywords = "Muli-analyte calibration, Neural network, Potentiometry, Wavelet transform",
author = "Raul Cartas and Aitor Mimendia and Andrey Legin and {Del Valle}, Manel",
year = "2009",
month = nov,
day = "27",
doi = "10.1063/1.3156611",
language = "English",
isbn = "9780735406742",
volume = "1137",
pages = "543--546",
booktitle = "Olfaction and Electronic Nose - Proceedings of the 13th International Symposium on Olfaction and Electronic Nose, ISOEN",
note = "13th International Symposium on Olfaction and Electronic Nose, ISOEN ; Conference date: 15-04-2009 Through 17-04-2009",

}

RIS

TY - GEN

T1 - Two analyte calibration from the transient response of potentiometric sensors employed with the SIA technique

AU - Cartas, Raul

AU - Mimendia, Aitor

AU - Legin, Andrey

AU - Del Valle, Manel

PY - 2009/11/27

Y1 - 2009/11/27

N2 - Calibration models for multi-analyte electronic tongues have been commonly built using a set of sensors, at least one per analyte under study. Complex signals recorded with these systems are formed by the sensors' responses to the analytes of interest plus interferents, from which a multivariate response model is then developed. This work describes a data treatment method for the simultaneous quantification of two species in solution employing the signal from a single sensor. The approach used here takes advantage of the complex information recorded with one electrode's transient after insertion of sample for building the calibration models for both analytes. The departure information from the electrode was firstly processed by discrete wavelet for transforming the signals to extract useful information and reduce its length, and then by artificial neural networks for fitting a model. Two different potentiometric sensors were used as study case for simultaneously corroborating the effectiveness of the approach.

AB - Calibration models for multi-analyte electronic tongues have been commonly built using a set of sensors, at least one per analyte under study. Complex signals recorded with these systems are formed by the sensors' responses to the analytes of interest plus interferents, from which a multivariate response model is then developed. This work describes a data treatment method for the simultaneous quantification of two species in solution employing the signal from a single sensor. The approach used here takes advantage of the complex information recorded with one electrode's transient after insertion of sample for building the calibration models for both analytes. The departure information from the electrode was firstly processed by discrete wavelet for transforming the signals to extract useful information and reduce its length, and then by artificial neural networks for fitting a model. Two different potentiometric sensors were used as study case for simultaneously corroborating the effectiveness of the approach.

KW - Muli-analyte calibration

KW - Neural network

KW - Potentiometry

KW - Wavelet transform

UR - http://www.scopus.com/inward/record.url?scp=70450219750&partnerID=8YFLogxK

U2 - 10.1063/1.3156611

DO - 10.1063/1.3156611

M3 - Conference contribution

AN - SCOPUS:70450219750

SN - 9780735406742

VL - 1137

SP - 543

EP - 546

BT - Olfaction and Electronic Nose - Proceedings of the 13th International Symposium on Olfaction and Electronic Nose, ISOEN

T2 - 13th International Symposium on Olfaction and Electronic Nose, ISOEN

Y2 - 15 April 2009 through 17 April 2009

ER -

ID: 30506511