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Target detecting in sea clutter with echo state network |
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PP: 539-542 |
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Author(s) |
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Z. Xu,
J.W. Wan,
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Abstract |
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| This paper use echo state network (ESN), feedforward echo state network (FE-ESN) and tapped delay line with inputs (TDL-I) to predict the sea clutter time series and detect target embedded in sea clutter. The performance of predicting and detecting using these methods is compared. A set of time series from IPIX radar data is tested. Numerical experiments reveal that FE-ESN and TDL-I show high prediction precision
and good detection effect as same as ESN. Furthermore, FE-ESN and TDL-I have simplication architecture. |
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