• DocumentCode
    1049361
  • Title

    Analyzing OTDR Measurement Data Using the Kalman Filter

  • Author

    Kim, Yongmin ; Sung, Jinho ; Hong, Sung Ryul ; Park, Jaehong

  • Author_Institution
    NanoTronix Co., Ltd., Seoul
  • Volume
    57
  • Issue
    5
  • fYear
    2008
  • fDate
    5/1/2008 12:00:00 AM
  • Firstpage
    947
  • Lastpage
    951
  • Abstract
    In this paper, we present a method for calculating the attenuation factor and detecting the reflective and nonreflective events using the Kalman filter. For the part of the data whose signal-to-noise ratio is sufficiently high, we propose a second-order linear model by approximating the measurement data after the logarithm is applied; we design the optimal and suboptimal linear Kalman filters based on this model. Through a representative experiment, the proposed method is verified to precisely calculate the attenuation factor and detect the events with minimal computational resources.
  • Keywords
    Kalman filters; optical time-domain reflectometry; Kalman filter; attenuation factor; optical time-domain reflectometry; second-order linear model; signal-to-noise ratio; Estimation; Kalman filter; event detection; optical time-domain reflectometry (OTDR); signal processing;
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2007.915153
  • Filename
    4441723