• DocumentCode
    2656516
  • Title

    Integrated solid-state optoelectronic sensor system for biochemical detection and quantification

  • Author

    Joseph, Clement ; Naoum, Hanae ; Boukadoum, Mounir ; Starikov, David ; Bensaoula, Abdelhak

  • Author_Institution
    Univ. of Houston, Houston
  • fYear
    2007
  • fDate
    12-14 Dec. 2007
  • Firstpage
    1
  • Lastpage
    2
  • Abstract
    Solid-state optoelectronic sensor, based on a novel concept of integrating steady-state (SS) and time-resolved measurements (TRM) in a miniature multi-spectral filterless design, capable of detection and quantification of several important analytes, is presented. Light-emitting diodes (LED) and wavelength-selective photodiodes (PD) covering the entire range of wavelengths from UV to near-IR are used for excitation and detection, respectively. An artificial neural network (ANN) trained by signature chemical library data collected by the sensor, is used for data classification. This library is periodically updated to include additional signatures and subsequent ANN training. The experiments using experimental SS data combined with typical TRM data resulted in a classification accuracy of more than 96% for 38 categories. For analytes with similar SS characteristics but distinct TRM features, addition of lifetime data in ANN classification resulted in improved classification accuracy by about 10% over SS data alone. Major progresses in the field of photodiode technology have led to realization of a complete solid-state TRM system.
  • Keywords
    biochemistry; biology computing; chemical sensors; integrated optoelectronics; neural nets; pattern classification; UV spectra; analytes measurement; artificial neural network; biochemical detection; data classification; integrated solid-state optoelectronic sensor; multispectral filterless design; near IR spectra; signature chemical library data; steady-state measurement; time-resolved measurement; Artificial neural networks; Biosensors; Chemical sensors; Libraries; Light emitting diodes; Optoelectronic and photonic sensors; Photodiodes; Sensor systems; Solid state circuits; Transmission line measurements;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Semiconductor Device Research Symposium, 2007 International
  • Conference_Location
    College Park, MD
  • Print_ISBN
    978-1-4244-1892-3
  • Electronic_ISBN
    978-1-4244-1892-3
  • Type

    conf

  • DOI
    10.1109/ISDRS.2007.4422246
  • Filename
    4422246