COMPUTATIONAL ASPECTS OF THE NONLINEAR FILTRATION PROBLEM

Citation
Yg. Bulychev et Av. Eliseev, COMPUTATIONAL ASPECTS OF THE NONLINEAR FILTRATION PROBLEM, Automatic control and computer sciences, 32(2), 1998, pp. 26-35
Citations number
15
Categorie Soggetti
Computer Science Artificial Intelligence","Robotics & Automatic Control","Computer Science Artificial Intelligence","Robotics & Automatic Control
ISSN journal
01464116
Volume
32
Issue
2
Year of publication
1998
Pages
26 - 35
Database
ISI
SICI code
0146-4116(1998)32:2<26:CAOTNF>2.0.ZU;2-J
Abstract
The present article considers the phenomenon of stiffness, a phenomeno n that is well known for dynamical systems. It often arises in the non linear filtration problem and is responsible for the failure in the st ability of numerical methods applied in the integration of equations o f quasioptimal estimation. A method is developed by means of which thi s phenomenon may be eliminated. The method also guarantees a required degree of stability of the numerical methods employed here and greatly increases the length of the integration step.