Title :
Underwater ambient noise analysis using Empirical Mode Decomposition method
Author :
Isabekov, Altynbek ; Baykut, Süleyman ; Akgül, Tayfun
Author_Institution :
Elektron. ve Haberlesme Muhendisligi Bolumu, Istanbul Teknik Univ., Istanbul, Turkey
Abstract :
In this paper, the results of empirical mode decomposition analysis of underwater ambient noise data are presented. Noise examples are assembled by means of the ldquoITU underwater ambient noise measurement and recording systemrdquo in the Strait of Istanbul. Firstly, the analysis results of the data collected during the ldquono ship in the line of sightrdquo period are shown. Then the same analysis was repeated for the data gathered during periods of various ships´ cruising. Variances and frequency spectra of intrinsic mode functions (IMF) were estimated and the results were compared. It is observed that the first 5 IMFs´ variances reveal useful information about ship presence near the recording system.
Keywords :
acoustic signal processing; underwater sound; empirical mode decomposition method; frequency spectra; intrinsic mode functions; recording system; ship presence; underwater ambient noise measurement; Assembly systems; Computer languages; Frequency estimation; Interpolation; Marine vehicles; Mathematical model; Noise measurement; Reactive power;
Conference_Titel :
Signal Processing and Communications Applications Conference, 2009. SIU 2009. IEEE 17th
Conference_Location :
Antalya
Print_ISBN :
978-1-4244-4435-9
Electronic_ISBN :
978-1-4244-4436-6
DOI :
10.1109/SIU.2009.5136477