Particle filtering for dispersion curve tracking in ocean acoustics.
A particle filtering method is developed for dispersion curve extraction from spectrograms of broadband acoustic signals propagating in underwater media. The goal is to obtain accurate representation of modal dispersion which can be employed for source localization and geoacoustic inversion. Results are presented from the application of the method to synthetic data, demonstrating the potential of the approach for accurate estimation of waveguide dispersion characteristics. The method outperforms simple time-frequency analysis providing estimates that are very close to numerically calculated dispersion curves. The method also provides uncertainty information on modal arrival time estimates, typically unavailable when traditional methods are used.
Zorych
Ivan
I
Michalopoulou
Zoi-Heleni
ZH
D000162:Acoustics; D003198:Computer Simulation; D005844:Geology / Q000379:methods*; D008962:Models, Theoretical; D009792:Oceans and Seas; D015203:Reproducibility of Results; D013018:Sound Spectrography; D013997:Time Factors; D014867:Water / Q000737:chemistry*
D014867:Water