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
fDate :
5/1/2008 12:00:00 AM
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;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2007.915153