• DocumentCode
    3403088
  • Title

    Measurement of displacement parameters for plane elements by the microwave method using neural network tecknologies

  • Author

    Drobakhin, O.O. ; Doronin, A.V. ; Saltykov, D. Yu ; Grigoriev, V.V.

  • Author_Institution
    Inst. of Tech. Mech., NAS of Ukraine, Dnepropetrovsk
  • fYear
    2008
  • fDate
    8-12 Sept. 2008
  • Firstpage
    791
  • Lastpage
    792
  • Abstract
    Series of real experiments for obtaining of reliable data of displacement parameters of a plane object under testing by the microwave interference method using neural network technologies have been carried out. Two mathematical models of neural networks were generated. The first model was created for obtaining the quadratic law of a detector characteristic; the second one was for updating estimations of displacement parameters. The neural network application has reduced the error of estimations.
  • Keywords
    displacement measurement; electrical engineering computing; mathematical analysis; microwave measurement; neural nets; parameter estimation; radiofrequency interference; detector characteristic; displacement parameter estimation; displacement parameter measurement; estimations error; mathematical models; microwave interference method; microwave method; neural network tecknologies; quadratic law; Detectors; Displacement measurement; Interference; Mathematical model; Microwave measurements; Microwave technology; Microwave theory and techniques; Neural networks; Parameter estimation; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Microwave & Telecommunication Technology, 2008. CriMiCo 2008. 2008 18th International Crimean Conference
  • Conference_Location
    Sevastopol, Crimea
  • Print_ISBN
    978-966-335-166-7
  • Electronic_ISBN
    978-966-335-169-8
  • Type

    conf

  • DOI
    10.1109/CRMICO.2008.4676603
  • Filename
    4676603