Optimal Estimation of a Signal Generated Using a Dynamical System Modeled with McKean–Vlasov Stochastic Differential Equations

Author:

Dragan Vasile12,Aberkane Samir34ORCID

Affiliation:

1. Institute of Mathematics “Simion Stoilow” of the Romanian Academy, P.O. Box 1-764, RO-014700 Bucharest, Romania

2. Academy of Romanian Scientists, 3 Ilfov, 050044 Bucharest, Romania

3. Institute of Mathematics of the Romanian Academy, CRAN, UMR 7039, Campus Sciences, BP 70239, VandÏuvre-les-Nancy CEDEX, 54506 Nancy, France

4. CNRS, CRAN, UMR 7039, 54500 Nancy, France

Abstract

We consider, in this paper, the problem of state estimation for a class of dynamical systems governed via continuous-time McKean–Vlasov stochastic differential equations. The estimation problem is stated and solved under an H2 norm setting. We adopt a Riccati-based approach in order to solve the optimal estimation problem.

Publisher

MDPI AG

Reference19 articles.

1. Kac, M. (1956). Proceedings of the Third Berkeley Symposium on Mathematical Statistics and Probability, III, University of California Press.

2. Propagation of chaos for a class of non-linear parabolic equations;McKean;Lect. Ser. Differ. Equ.,1967

3. Controlled McKean–Vlasov equations;Ahmed;Commun. Appl. Anal.,2001

4. Nonlinear diffusion governed by McKean–Vlasov equation on Hilbert space and optimal control;Ahmed;SIAM J. Control Optim.,2007

5. A maximum principle for SDEs of mean-field type;Andersson;Appl. Math. Optim.,2011

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3