• DocumentCode
    3161042
  • Title

    Detection of target molecules using surface-based biosensor arrays in fluid flows

  • Author

    Abolfath-Beygi, Maryam ; Krishnamurthy, Vikram

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
  • fYear
    2012
  • fDate
    25-30 March 2012
  • Firstpage
    3913
  • Lastpage
    3916
  • Abstract
    In this paper, the concentration of target molecules in a fluid flow is estimated using an array of biosensors. The concentration evolves according to an advection-diffusion partial differential equation which is coupled with chemical reaction equations on the biosensor surface. An approximate characterization of the system is developed as a system of ordinary differential equations by exploiting the multiple-time scale behaviour of the system and using the divergence theorem. The estimate of target molecules is then obtained by solving a nonlinear least squares problem. An explicit expression for the asymptotic variance of the estimation error is obtained. To demonstrate the accuracy of proposed method, we illustrate our results on a novel biosensor built out of protein molecules.
  • Keywords
    biosensors; flow sensors; image sensors; least squares approximations; molecule-molecule reactions; molecules; object detection; partial differential equations; proteins; sensor arrays; advection-diffusion partial differential equation; asymptotic variance; chemical reaction equation; divergence theorem; estimation error; fluid flow estimation; multiple-time scale behaviour; nonlinear least square problem; protein molecule; surface-based biosensor array surface; target molecule detection; target molecule estimation; target molecules concentration; Biological system modeling; Biosensors; Equations; Estimation; Least squares approximation; Mathematical model; Advection diffusion partial differential equation; concentration Estimation; least squares method; multi-compartment model; protein-based biosensor array;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
  • Conference_Location
    Kyoto
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4673-0045-2
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2012.6288773
  • Filename
    6288773