Filtering of Stochastic Nonlinear Wave Equations

In this paper we will develop linear and nonlinear filtering methods for a large class of nonlinear wave equations that arise in applications such as quantum dynamics and laser generation and propagation in a unified framework. We consider both stochastic calculus and white noise filtering methods and derive measure-valued evolution equations for the nonlinear filter and prove existence and uniqueness theorems for the solutions. We will also study first order approximations to these measure-valued evolutions by linearizing the wave equations and characterize the filter dynamics in terms of infinite dimensional operator Riccati equations and establish solvability theorems.

Publication Details

Journal
ArXiv.org
Published
2025-03-23
Primary Topic
Stochastic processes and financial applications
Type
article
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article

Filtering of Stochastic Nonlinear Wave Equations

ArXiv.org
Stochastic processes and financial applications
article

Filtering of Stochastic Nonlinear Wave Equations

article en

Abstract

In this paper we will develop linear and nonlinear filtering methods for a large class of nonlinear wave equations that arise in applications such as quantum dynamics and laser generation and propagation in a unified framework. We consider both stochastic calculus and white noise filtering methods and derive measure-valued evolution equations for the nonlinear filter and prove existence and uniqueness theorems for the solutions. We will also study first order approximations to these measure-valued evolutions by linearizing the wave equations and characterize the filter dynamics in terms of infinite dimensional operator Riccati equations and establish solvability theorems.

ArXiv.org
Openalex Percentile: Top 42%
Stochastic processes and financial applications
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Filtering of Stochastic Nonlinear Wave Equations · ArXiv.org (2025) | TGRS Research Map | TGRS