6533b835fe1ef96bd129e9b0

RESEARCH PRODUCT

Hydro-Acoustic Target Detection

Amir AverbuchPekka NeittaanmäkiValery A. Zheludev

subject

WaveletComputer scienceNetwork packetbusiness.industryFeature vectorPattern recognitionArtificial intelligenceFalse alarmLinear discriminant analysisbusinessGeneralLiterature_MISCELLANEOUSSignature (logic)Wavelet packet decomposition

description

This chapter presents an example of utilization of the discrete–time wavelet packets, which are described in Sect. 9.1, to classification of acoustic signals and detection of a target. The methodology based on wavelet packets is applied to a problem of detection of a boat of a certain type when other background noises are present. The solution is obtained via analysis of boat’s hydro-acoustic signature against an existing database of recorded and processed hydro-acoustic signals. The signals are characterized by the distribution of their energies among blocks of wavelet packet coefficients.

yearjournalcountryeditionlanguage
2014-01-01
https://doi.org/10.1007/978-94-017-8926-4_12