Robust Tracking Time-Varying High-Frequency CW Telegraph Signal

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Abstract:

Continuous wave (CW) telegraph is a crucial communication means for high-frequency tactical communication. But there is serious frequency deviation and impulsive noise in High-frequency channel, thus the conventional tracking method based on Gaussian noise assumption may lose the track of time-varying CW signal. A new robust kalman filter-based tracker is proposed in this paper to extract the time-varying CW signal in presence of impulsive interference, which uses a nonlinear statistical model. Simulation studies show this method can dynamically track nonstationary CW signal and effectively suppress burst impulse noise.

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435-439

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February 2012

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© 2012 Trans Tech Publications Ltd. All Rights Reserved

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[1] LIN Jin-zhao, LI Guo-jun, ZHOU Xiao-na, et al. Automatic detection of weak high-frequency CW telegraph signal[J]. Journal of Chong Qin University of Posts and Telecommunications, 2008, 20(5): 6-10.

Google Scholar

[2] Xiaona ZHOU, Guojun LI. Automatic Reception of High-frequency CW Telegraph with Support Vector Machine [J]. ICFCC, 2010, VOL(3): 335-338.

Google Scholar

[3] Parker Philip J. 1 and Anderson Brian D O 1990 Frequency tracking of nonsinusoidal periodic signals in noise Signal Process 20 127-152.

DOI: 10.1016/0165-1684(90)90124-h

Google Scholar

[4] Bittanti S and Savaresi S M 2002 On the parametrization and design of an extended Kalman filter frequency tracker Automatic Control IEEE Transactions on 45 1718-1724.

DOI: 10.1109/9.880631

Google Scholar

[5] Sunghan Kim and James McNames 2010 Detecting and tracking tremor in spike trains using the rectangular model based extended Kalman smoother Journal of Neuroscience Methods 188 97-104.

DOI: 10.1016/j.jneumeth.2010.01.025

Google Scholar