• DocumentCode
    452906
  • Title

    A Smart Optical Position Sensor with Genetic Programming Technique

  • Author

    Ohtani, K. ; Baba, M.

  • Author_Institution
    Fac. of Eng., Hiroshima Inst. of Technol.
  • Volume
    2
  • fYear
    2005
  • fDate
    16-19 May 2005
  • Firstpage
    1166
  • Lastpage
    1171
  • Abstract
    An optical measurement system, which uses a light spot or a slit ray system, often requires an optical position sensor. In such a system, because the position of a signal light is the most important and basic information needed, it is necessary for the position sensor to detect the position accurately under any conditions. We proposed an intelligent position sensor that can estimate the actual position of a light spot using a neural network, but the sensor has to go through a relearning process when the surroundings change. In this paper, we propose a new method for measuring the position of a light spot in a real environment utilizing genetic programming. The method doesn´t require advance training, unlike the method employing a neural network, and it eliminates the influence of background lights. Therefore, we expect that the application of the proposed sensor will be for online measurement in an actual environment
  • Keywords
    array signal processing; genetic algorithms; intelligent sensors; neural nets; optical sensors; position measurement; genetic programming; intelligent position sensor; neural network; optical measurement system; optical position sensor; position detection; relearning process; sensor array; slit ray system; smart sensor; Genetic programming; Intelligent networks; Intelligent sensors; Neural networks; Optical arrays; Optical sensors; Position measurement; Semiconductor laser arrays; Sensor arrays; Sensor systems; Genetic programming; Light spots; Position detection; Sensor array;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference, 2005. IMTC 2005. Proceedings of the IEEE
  • Conference_Location
    Ottawa, Ont.
  • Print_ISBN
    0-7803-8879-8
  • Type

    conf

  • DOI
    10.1109/IMTC.2005.1604328
  • Filename
    1604328