DocumentCode
2496086
Title
Chemical Sensors Based on Funstionalized Microcantilever Arrays
Author
Datskos, P.G. ; Lavrik, N.V. ; Sepaniak, M.J. ; Dutta, P.
Author_Institution
Oak Ridge Nat. Lab., Oak Ridge
fYear
2006
fDate
22-25 Oct. 2006
Firstpage
862
Lastpage
867
Abstract
Over the past three decades there have been spectacular developments in micro-electro-mechanical (MEMS) systems. As a result, an innovative family of chemical and biological sensors has emerged. While MEMS represents a diverse family of designs, devices with simple cantilever configurations are especially attractive as transducers for chemical and biological sensors. In this work we discuss chemical sensors based on cantilever arrays functionalized with synthetic responsive phases. In order to analyze multiplexed responses of the cantilever array, we used an artificial neural network (ANN) algorithm. This approach allowed us not only to recognize the individual analytes and binary mixtures, but also to determine the concentration of individual components in a mixture.
Keywords
cantilevers; chemical sensors; micromechanical devices; mixtures; neural nets; MEMS; analyte recognition; artificial neural network algorithm; binary mixture; chemical sensor; microcantilever array; microelectromechanical systems; Acoustic transducers; Algorithm design and analysis; Artificial neural networks; Chemical and biological sensors; Chemical elements; Chemical sensors; Chemical transducers; Micromechanical devices; Phased arrays; Sensor arrays;
fLanguage
English
Publisher
ieee
Conference_Titel
Sensors, 2006. 5th IEEE Conference on
Conference_Location
Daegu
ISSN
1930-0395
Print_ISBN
1-4244-0375-8
Electronic_ISBN
1930-0395
Type
conf
DOI
10.1109/ICSENS.2007.355604
Filename
4178756
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