Extraction of spatiotemporal response information from sorption-based cross-reactive sensor arrays for the identification and quantification of analyte mixtures

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6932, Issue , 2008, Pages

  Woodka, Marc D ^a   Brunschwig, Bruce S ^a   Lewis, Nathan S ^a  

^a California Institute of Technology   (United States)

Author keywords

Carbon black composite sensors; Electronic nose; Sensor arrays; Spatiotemporal response; Vapor detection

Indexed keywords

CARBON BLACK COMPOSITE SENSORS; ELECTRONIC NOSE; SPATIOTEMPORAL RESPONSE; VAPOR DETECTION;

CARBON BLACK; ERROR ANALYSIS; LEAST SQUARES APPROXIMATIONS; SORBENTS; SORPTION; VAPORS;

SENSOR ARRAYS;

EID: 44349153606     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.781517     Document Type: Conference Paper

References (46)

1. Wohltjen, H., "Mechanism of operation and design considerations for surface acoustic wave device vapor sensors," Sens. Actuators 5(4), 307-325 (1984).
2. Rose-Pehrsson, S. L.; Grate, J. W.; Ballantine, D. S.; Jurs, P. C., "Detection of hazardous vapors including mixtures using pattern recognition analysis of responses from surface acoustic wave devices," Anal. Chem. 60(24), 2801-2811 (1988).
3. Srivastava, R.; Dwivedi, R.; Srivastava, S. K., "Development of high sensitivity tin oxide based sensors for gas/odour detection at room temperature," Sens. Actuators, B 50(3), 175-180 (1998).
4. Getino, J.; Horrillo, M. C.; Gitierrez, J.; Ares, L.; Robla, J. I.; Garcia, C.; Sayago, I., "Analysis of VOCs with a tin oxide sensor array," Sens. Actuators, B 43(1-3), 200-205 (1997).
5. Freund, M. S.; Lewis, N. S., "A chemically diverse conducting polymer-based 'electronic nose',". Proc. Natl. Acad. Sci., U.S.A. 92(7), 2652-2656 (1995).
6. Harris, P. D.; Arnold, W. M.; Andrews, M. K.; Partridge, A. C., "Resistance characteristics of conducting polymer films used in gas sensors," Sens. Actuators, B 42(3), 177-184 (1997).
7. Baller, M. K.; Lang, H. P.; Fritz, J.; Gerber, C.; Gimzewski, J. K.; Drechsler, U.; Rothuizen, H.; Despont, M.; Vettiger, P.; Battiston, F. M.; Ramseyer, J. P.; Fornaro, P.; Meyer, E.; Guntherodt, H.-J., "A cantilever array-based artificial nose," Ultramicroscopy 82(1-4), 1-9 (2000)
8. Jensenius, H.; Thaysen, J.; Rasmussen, A. A.; Veje, L. H.; Hansen, O.; Boisen, A., " microcantilever based alcohol vapor sensor: application and response model," Appl. Phys. Lett. 76(18), 2615-2617 (2000).
9. Dickinson, T. A.; White, J.; Kauer, J. S.; Walt, D. R., "A chemical-detecting system based on a cross-reactive optical sensor array," Nature 382(6593), 697-700 (1996).
10. Albert, K. J.; Walt, D. R., "Optical multibead arrays for simple and complex odor discrimination," Anal. Chem. 73(11), 2501-2508(2001).
11. Lonergan, M. C.; Severin, E. J.; Doleman, B. J.; Beaber, S. A.; Grubbs, R. H.; Lewis, N. S., "Array-based vapor sensing using chemically sensitive, carbon black-polymer resistors," Chem. Mat. 8(9), 2298-2312 (1996).
12. Sisk, B. C.; Lewis, N. S., "Comparison of analytical methods and calibration methods for correction of detector response drift in arrays of carbon black-polymer composite vapor detectors," Sens. Actuators, B 104(2), 249-268 (2005).
13. Matzger, A. J.; Lawrence, C. E.; Grubbs, R. H.; Lewis, N. S., "Combinatorial approaches to the synthesis of vapor detector arrays for use in an electronic nose," J. Comb. Chem. 2(4), 301-304 (2000).
14. Severin, E. J.; Doleman, B. J.; Lewis, N. S., "An investigation of the concentration dependence and response to analyte mixtures of carbon black/insulating organic polymer composite vapor detectors," Anal. Chem. 72(4), 658-668 (2000).
15. Sisk, B. C.; Lewis, N. S., "Vapor sensing using polymer/carbon black composites in the percolative conductive regime," Langmuir 22(18), 7928-7935 (2006).
16. Koscho, M. E.; Grubbs, R. H.; Lewis, N. S., "Properties of vapor detector arrays formed through plasticization of carbon blackorganic polymer composites," Anal. Chem. 74(6), 1307-1315 (2002).
17. Gao, T.; Woodka, M. D.; Brunschwig, B. S.; Lewis, N. S., "Chemiresistors for array-based vapor sensing using composites of carbon black with low volatility organic molecules," Chem. Mat. 18(22), 5193-5202 (2006).
18. Ciosek, P.; Wroblewsk, W., "The analysis of sensor array data with various pattern recognition techniques," Sens. Actuators, B 114(1), 85-93 (2006).
19. Gardner, J. W.; Hines, E. L.; Tang, H. C., "Detection of vapours and odours from a multisensor array using pattern-recognition techniques. Part 2. Artificial neural networks," Sens. Actuators, B 9(1), 9-15 (1992).
20. Gardner, J. W.; Bartlett, P. N., "A brief history of electronic noses," Sens. Actuators, B 18(1-3), 211-220 (1994).
21. Lewis, N. S., "Comparisons between mammalian and artificial olfaction based on arrays of carbon black-polymer composite vapor detectors," Ace. Chem. Res. 37(9), 663-672 (2004).
22. Burl, M. C.; Sisk, B. C.; Vaid, T. P.; Lewis, N. S., "Classification performance of carbon black-polymer composite vapor detector arrays as a function of array size and detector composition," Sens. Actuators, B 87(1), 130-149 (2002).
23. Zhang, C.; Bailey, D. P.; Suslick, K. S., "Colorimetric sensor arrays for the analysis of beers: a feasibility study," J. Agr. Food. Chem. 54(14), 4925-4931 (2006).
24. Pearce, T. C.; Gardner, J. W.; Friel, S.; Bartlett, P. N.; Blair, N., "Electronic nose for monitoring the flavour of beers," Analyst 118(4), 371-377 (1993).
25. Lamagna, A.; Reich, S.; Rodriguez, D.; Scoccola, N. N., "Performance of an e-nose in hops classification," Sens. Actuators, B 102(2), 278-283 (2004).
26. Lozano, J.; Fernandez, M. J.; Fontecha, J. L.; Aleixanre, M.; Santos, J. P.; Sayago, I.; Arroyo, T.; Cabellos, J. M.; Futierrez, F. J.; Horrillo, M. C., "Wine classification with a zinc oxide SAW sensor array," Sens. Actuators, B 120(1), 166-171 (2006).
27. Di Natale, C.; Davide, F. A. M.; D'Amico, A.; Nelli, P.; Groppelli, S.; Sberveglieri, G., "An electronic nose for the recognition of the vineyard of a red wine," Sens. Actuators, B 33(1-3), 83-88 (1996).
28. Zhang, Q.; Zhang, S.; Xie, C.; Zeng, D.; Fan, C.; Li, D.; Bai, Z., "Characterization of Chinese vinegars by electronic nose," Sens. Actuators, B 119(2), 538-546 (2006).
29. Xiaobo, Z.; Jiewen, Z.; Shouyi, W.; Xingyi, H., "Vinegar classification based on feature extraction and selection from tin oxide gas sensor array data," Sensors 3(4), 101-109 (2003).
30. Pardo, M.; Sberveglieri, G., "Coffee analysis with an electronic nose," IEEE Trans. Inst. Meas. 51(6), 1334-1339 (2002).
31. Gardner, J. W.; Shurmer, H. V.; Tan, T. T., "Application of an electronic nose to the discrimination of coffees," Sens. Actuators, B 6(1-3), 71-75 (1992).
32. Dutta, R.; Hines, E. L.; Gardner, J. W.; Kashwan, K. R.; Bhuyan, M., "Tea quality prediction using a tin oxide-based electronic nose: an artificial intelligence approach," Sens. Actuators, B 94(2), 228-237 (2003).
33. Yu, H.; Wang, J., "Discrimination of LongJing green-tea grade by electronic nose," Sens. Actuators, B 122(1), 134-140 (2007).
34. Falcitelli, M.; Benassi, A.; Di Francesco, F.; Domenici, C.; Marano, L.; Pioggia, G., "Fluid dynamic simulation of a measurement chamber for electronic noses," Sens. Actuators, B 85(1-2), 166-174 (2002).
35. Scott, S. M.; James, D.; Ali, Z.; O'Hare, W. T., "Optimising of the sensing chamber of an array of a volatile detection systemFluid dynamic simulation," J. Therm. Anal. Cal. 76(2), 693-708 (2004).
36. Sobel, N.; Khan, R. M.; Saltman, A.; Sullivan, E. V.; Gabrieli, J. D. E., "The world smells different to each nostril," Nature 402(6757), 35-35 (1999).
37. Stitzel, S. E.; Stein, D. R.; Walt, D. R., "Enhancing vapor sensor discrimination by mimicking a canine nasal cavity flow environment," J. Am. Chem. Soc. 125(13), 3684-3685 (2003).
38. Briglin, S. M.; Freund, M. S.; Tokumaru, P.; Lewis, N. S., "Exploitation of spatiotemporal information and geometric optimization of signal/noise performance using arrays of carbon black-polymer composite vapor detectors," Sens. Actuators, B 82(1), 54-74(2002).
39. Lawson, C. L.; Hanson, R. J., [Solving Least Square Problems], Prentice Hall, Englewood Cliffs NJ, (1974).
40. Perry, R. H.; Green, D. W., [Perry's Chemical Engineer's' Handbook, Seventh ed.], McGraw-Hill, New York, (1997).
41. Littlewood, A. B., [Gas Chromatography: Principles, Techniques, and Applications. 2 ed.], Academic Press, New York, (1970).
42. Lundberg, B.; Sundqvist, B., "Resistivity of a composite conducting polymer as a function of temperature, pressure, and environment: Applications as a pressure and gas concentration transducer," J. Appl. Phys. 60(3), 1074-1079 (1986).
43. Houston, P. L., [Chemical Kinetics and Reaction Dynamics], McGraw-Hill, New York, (2001).
44. Schmidt, L. D., [The Engineering of Chemical Reactions. 2 ed.], Oxford University Press, New York, (2005).
45. Sasaki, I.; Tsuchiya, H.; Nishioka, M.; Sadakata, M.; Okubo, T., "Gas sensing with zeolite-coated quartz crystal microbalances - principal component analysis approach," Sens. Actuators, B 86(1), 26-33 (2002).
46. Woodka, M. D.; Brunschwig, B. S.; Lewis, N. S., Manuscript in preparation.