• DocumentCode
    1630832
  • Title

    Compensation method of PSD´s background light based on improved BP neural network

  • Author

    Zhang, Feimeng ; Li, Yi ; Li, Hao ; Gu, Guo-hua

  • Author_Institution
    New Star Res. Inst. of Appl. Tech, Hefei, China
  • Volume
    1
  • fYear
    2012
  • Firstpage
    151
  • Lastpage
    153
  • Abstract
    Position sensitive detector (PSD) is an optoelectronic device that can directly detect the position of the spot light on its photosensitive surface. It is commonly used in non-contact precision dynamic displacement detection. According to the principle and the characteristic equation of the PSD, the existence of the characteristics of the PSD output signal when the backlight based on neural network of the PSD background optical nonlinear compensation method is proposed to improve the detection accuracy and reliability. The simulation shows that this method can effectively eliminate the influence of background light.
  • Keywords
    backpropagation; compensation; computerised instrumentation; displacement measurement; neural nets; optoelectronic devices; photodetectors; position measurement; reliability; PSD background light compensation method; PSD background optical nonlinear compensation method; PSD output signal characteristics; characteristic equation; detection accuracy improvement; detection reliability improvement; improved BP neural network; noncontact precision dynamic displacement detection; optoelectronic device; photosensitive surface; position sensitive detector; spot light position detection; Accuracy; Detectors; Interference; Junctions; Mathematical model; Neural networks; Training; BP neuron network; PSD; background light;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation & Measurement, Sensor Network and Automation (IMSNA), 2012 International Symposium on
  • Conference_Location
    Sanya
  • Print_ISBN
    978-1-4673-2465-6
  • Type

    conf

  • DOI
    10.1109/MSNA.2012.6324535
  • Filename
    6324535