Geometric stochastic ray propagation using the special Euclidean group

Author:

Paine Tyler12ORCID,Bhatt EeShan23ORCID

Affiliation:

1. Massachusetts Institute of Technology 1 , Cambridge, Massachusetts 02139, USA

2. Woods Hole Oceanographic Institution 2 , Woods Hole, Massachusetts 02534, USA

3. Applied Ocean Sciences 3 , Springfield, Virginia 22151, USA tpaine@mit.edu ; eeshan.bhatt@appliedoceansciences.com

Abstract

This paper describes a stochastic model of ray trajectory propagation through a medium—such as the ocean—which has an uncertain sound speed profile. We frame ray propagation as a geometric fractal Brownian motion process on the special Euclidean group of dimension two, SE(2). The framing includes diffusion parameters to describe how the stochastic rays deviate from the expected rays, and these diffusion parameters are a function of the uncertainty in the sound speed profile. We demonstrate this framing for the classical Munk profile and a double-ducted profile in the Beaufort.

Publisher

Acoustical Society of America (ASA)

Reference10 articles.

1. Phase space structure and fractal trajectories in 112 degree of freedom Hamiltonian systems whose time dependence is quasiperiodic;Nonlin. Processes Geophys.,1998

2. McHutchon, A. (2014). “ Nonlinear modelling and control using Gaussian processes,” Ph.D. thesis ( University of Cambridge, Cambridge, UK).

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