Robust DFT-based filtering of pulse-like FM signals corrupted by impulsive noise |
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Authors: | Igor Djurović Vladimir V Lukin |
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Institution: | (1) Electrical Engineering Department, University of Montenegro, 81000 Podgorica, Montenegro;(2) Department of Receivers, Transmitters and Signal Processing, National Aerospace University, 17 Chkalova Street, 61070 Kharkov, Ukraine |
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Abstract: | Filtering of pulse-like FM signals with varying amplitude corrupted by impulse noise is considered. The robust DFT calculated
for overlapped intervals is used for this aim. This technique is proposed in order to decrease amplitude distortion of output
signals that can be introduced by the robust DFT calculated within a wide interval including possible zero-output. The proposed
algorithm is realized through the following steps. In the first stage, the robust DFT is calculated for the intervals. Filtered
signals from the intervals are obtained by applying the standard inverse DFT for the robust DFTs applied to input data. In
the second stage, results for different overlapped intervals are combined using the appropriate order statistics. In addition,
an algorithm inspired by the intersection of the confidence intervals rule is used for adaptive selection of the interval
width in the robust DFT. Algorithm accuracy is tested on numerical examples. Computational complexity analysis is also provided. |
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Keywords: | Impulse noise FM signals Robust DFT Robust filters Median filter |
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