Central suboptimal H∞ filter design for nonlinear polynomial systems

被引:25
作者
Basin, Michael [1 ]
Shi, Peng [2 ]
Calderon-Alvarez, Dario [1 ]
机构
[1] Autonomous Univ Nuevo Leon, Dept Phys & Math Sci, Nuevo Leon 66450, Mexico
[2] Univ Glamorgan, Fac Adv Technol, Dept Comp & Math Sci, Pontypridd CF37 1DL, M Glam, Wales
基金
英国工程与自然科学研究理事会;
关键词
H-infinity filtering; nonlinear polynomial systems; robust filtering; STOCHASTIC-SYSTEMS; STATE ESTIMATION; LINEAR-SYSTEMS; DELAY; MULTIRATE; H-2;
D O I
10.1002/acs.1074
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents the central finite-dimensional H-infinity filter for nonlinear polynomial systems, which is suboptimal for a given threshold gamma with respect to a modified Bolza-Meyer quadratic criterion including the attenuation control term with the opposite sign. In contrast to the previously obtained results, the paper reduces the original H-infinity filtering problem to the corresponding optimal H-2 filtering problem, using the technique proposed in (IEEE Trans. Automat. Control 1989; 34:831-847). The paper presents the central suboptimal H-infinity filter for the general case of nonlinear polynomial systems based on the optimal H-2 filter given in (Int. J Robust Nonlinear Control 2006; 16:287-298). The central suboptimal H-infinity filter is also derived in a closed finite-dimensional form for third (and less) degree polynomial system states. Numerical simulations are conducted to verify performance of the designed central suboptimal filter for nonlinear polynomial systems against the central Suboptimal H-infinity filter available for the corresponding linearized system. Copyright (C) 2008 John Wiley & Sons, Ltd.
引用
收藏
页码:926 / 939
页数:14
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