[HTML][HTML] Machine learning in acoustics: Theory and applications

MJ Bianco, P Gerstoft, J Traer, E Ozanich… - The Journal of the …, 2019 - pubs.aip.org
Acoustic data provide scientific and engineering insights in fields ranging from biology and
communications to ocean and Earth science. We survey the recent advances and …

Review of geoacoustic inversion in underwater acoustics

NR Chapman, EC Shang - Journal of Theoretical and …, 2021 - World Scientific
This paper reviews the progress in geoacoustic inversion over the past several decades.
The review is separated into two parts. The first part reviews developments in model-based …

Matched field signal processing in underwater sound channels

AG Sazontov, AI Malekhanov - Acoustical Physics, 2015 - Springer
The state of the art of matched field hydroacoustic signal processing is described from the
viewpoint of estimating the signal parameters in adaptive antenna arrays. The focus is on …

[LIBRO][B] Underwater acoustic modeling and simulation

PC Etter - 2018 - taylorfrancis.com
This newest edition adds new material to all chapters, especially in mathematical
propagation models and special applications and inverse techniques. It has updated …

Oppositional biogeography-based optimization

M Ergezer, D Simon, D Du - 2009 IEEE international …, 2009 - ieeexplore.ieee.org
We propose a novel variation to biogeography-based optimization (BBO), which is an
evolutionary algorithm (EA) developed for global optimization. The new algorithm employs …

Deep-learning source localization using multi-frequency magnitude-only data

H Niu, Z Gong, E Ozanich, P Gerstoft… - The Journal of the …, 2019 - pubs.aip.org
A deep learning approach based on big data is proposed to locate broadband acoustic
sources using a single hydrophone in ocean waveguides with uncertain bottom parameters …

Quantifying uncertainty in geoacoustic inversion. I. A fast Gibbs sampler approach

SE Dosso - The Journal of the Acoustical Society of America, 2002 - pubs.aip.org
This paper develops a new approach to estimating seabed geoacoustic properties and their
uncertainties based on a Bayesian formulation of matched-field inversion. In Bayesian …

Inversion for refractivity parameters from radar sea clutter

P Gerstoft, LT Rogers, JL Krolik, WS Hodgkiss - Radio science, 2003 - Wiley Online Library
This paper describes estimation of low‐altitude atmospheric refractivity from radar sea clutter
observations. The vertical structure of the refractive environment is modeled using five …

Ocean acoustic inversion with estimation of a posteriori probability distributions

P Gerstoft, CF Mecklenbräuker - The Journal of the Acoustical Society …, 1998 - pubs.aip.org
Inversion methods are applied in ocean acoustics to infer parameters which characterize the
environment. The objective of this paper is to provide such estimates, and means of …

[LIBRO][B] Advanced signal processing handbook: theory and implementation for radar, sonar, and medical imaging real time systems

S Stergiopoulos - 2017 - books.google.com
Advances in digital signal processing algorithms and computer technology have combined
to produce real-time systems with capabilities far beyond those of just few years ago …