Chemical sensors clustering with the dynamic moments approach

Sensors and Actuators, B: Chemical

Volumn 101, Issue 3, 2004, Pages 346-352

  Martinelli, Eugenio ^a   Pennazza, Giorgio ^a   Di Natale, Corrado ^a,b   D'Amico, Arnaldo ^a,b  

^a UNIVERSITY OF ROME TOR VERGATA   (Italy)

^b CNR   (Italy)

Author keywords

Chemical sensors; Dynamic moments; Feature extraction

Indexed keywords

FEATURE EXTRACTION; OPTIMIZATION; PARAMETER ESTIMATION; RESONATORS; SENSITIVITY ANALYSIS; SIGNAL PROCESSING; TRAJECTORIES; VECTORS;

CHEMICAL SENSORS CLUSTERING; DYNAMIC MOMENTS; PHASE SPACE; SHEAR MODE RESONATORS;

CHEMICAL SENSORS;

EID: 2942657453     PISSN: 09254005     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.snb.2004.04.010     Document Type: Article

References (14)

1. R. Konishi, T. Aoki, The proposal of gas discrimination method by one sensor using neural networks, in: Technical Digest of the seventh International Conference on Solid State Sensors and Actuators, Transducers 93, Yokohama, Japan 7-10 June 1993.
2. L. Ljung, T. Glad, Modelling of Dynamic Systems, Prentice Hall, Englewood Cliffs, NJ, 1994.
3. Davide F., Di Natale C., D'Amico A., Hierlemann A., Mitrovics J., Schweizer M., Weimar U., Göpel W. Structure identification of non-linear models for QMB polymer coated sensors. Sens. Actuators B. 25:1995;830-842.
4. Holmberg M., Davide F., Di Natale C., D'Amico A., Winquist F., Lundström I. Drift counteraction in odour recognition applications: lifelong calibration method. Sens. Actuators B. 42:1997;185-194.
5. Eklov T., Mårtensson P., Lundstrom I. Selection of variables for interpreting multivariate gas sensor data. Anal. Chim. Acta. 381:1991;221-232.
6. F. Takens, Detecting strange attractors in turbolence, in: D. Rand, L.S. Young (Eds.), Dynamical Systems and Turbulence, Warwick, 1980, pp. 366-381.
7. Martinelli E., Falconi C., D'Amico A., Di Natale C. Feature extraction chemical sensors in phase space. Sens. Actuators B. 95:2003;132-139.
8. Fichera A., Losenno C., Pagano A. Clustering of chaotic dynamics of a lean gas-turbine combustor. Appl. Energy. 69(2):2001;101-117.
9. M. Annunziato, H.D.I. Abarbanel, Non linear dynamics for classification of multiphase flow regimes, in: Proceedings of the International Conference on Soft Computing, SOCO, Genova, 1999.
10. Guiterrez-Osuma R., Nagle H.T., Schiffmann S.S. Transient response analysis of an electronic nose using multi-exponential models. Sens. Actuators B. 61:1999;61 170-182.
11. Accettola P., Balsi M., D'Amico A., Di Natale C., Macagnano A., Sortino F. Time-constant extracting filters for fast gas identification in electronic noses. Electron. Lett. 38:2002;510-511.
12. D.S. Ballantine (Ed.) Acoustic Wave Sensors: Theory, Design, and Physico-Chemical Applications, Academic Press, New York, USA, 1996.
13. Di Natale C., Macagnano A., Martinelli E., Paolesse R., Proietti E., D'Amico A. The evaluation of quality of post-harvest oranges and apples by means of an electronic nose. Sens. Actuators B. 78:2001;26-31.
14. Di Natale C., Paolesse R., Macagnano A., Mantini A., Goletti C., Tarizzo E., D'Amico A. Characterization and design of porphyrins-based broad selectivity chemical sensors for electronic nose applications. Sens. Actuators B. 52:1998;162-168.