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
Link To Document