Masking of Time-Frequency Patterns in Applications of Passive Underwater Target Detection

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@Article{Sildam:2010:eurasipJASP,

• title = "Masking of Time-Frequency Patterns in Applications of Passive Underwater Target Detection",
• author = "Juri Sildam",
• year = "2010",
• journal = "EURASIP Journal on Advances in Signal Processing",
• volume = "2010",
• pages = "Article ID 298038",
• keywords = "genetic algorithms, genetic programming",
• ISSN = "16876172",
• oai = "oai:CiteSeerX.psu:10.1.1.396.4388",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.396.4388",
• URL = "http://asp.eurasipjournals.com/content/pdf/1687-6180-2010-298038.pdf",
• DOI = "doi:10.1155/2010/298038",
• language = "eng",
• publisher = "Hindawi Publishing Corporation",
• size = "11 pages",
• abstract = "Spectrogram analysis of acoustical sounds for underwater target classification is used when loud nonstationary interference sources overlap with a signal of interest in time but can be separated in time-frequency (TF) domain. We propose a signal masking method which in a TF plane combines local statistical and morphological features of the signal of interest. A dissimilarity measure D of adjacent TF cells is used for local estimation of entropy H, followed by estimation of {$\Delta$}H=Htc{$-$}Hfc entropy difference, where Hfc is calculated along the time axis at a mean frequency fc and Htc is calculated along the frequency axis at a mean time tc of the TF window, respectively. Due to a limited number of points used in {$\Delta$}H estimation, the number of possible {$\Delta$}H values, which define a primary mask, is also limited. A secondary mask is defined using morphological operators applied to, for example, H and {$\Delta$}H. We demonstrate how primary and secondary masks can be used for signal detection and discrimination, respectively. We also show that the proposed approach can be generalised within the framework of Genetic Programming.",

}

Genetic Programming entries for Juri Sildam

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