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A new extended H∞ filter for discrete nonlinear systems

张永安 周荻 段广仁

哈尔滨工业大学学报(英文版)2004,Vol.11Issue(5):498-500,3.
哈尔滨工业大学学报(英文版)2004,Vol.11Issue(5):498-500,3.

A new extended H∞ filter for discrete nonlinear systems

A new extended H∞ filter for discrete nonlinear systems

张永安 1周荻 1段广仁1

作者信息

  • 1. Center for Control and Guidance, Harbin Institute of Technology, Harbin 150001, China
  • 折叠

摘要

Abstract

Nonlinear estimation problem is investigated in this paper. By extension of a linear H∞ estimation with corrector-predictor form to nonlinear cases, a new extended H∞ filter is proposed for time-varying discretetime nonlinear systems. The new filter has a simple observer structure based on a local linearization model, and can be viewed as a general case of the extended Kalman filter (EKF). An example demonstrates that the new filter with a suitable-chosen prescribed H∞ bound performs better than the EKF.

关键词

nonlinear estimation/H∞ filter/extended Kalman filter

Key words

nonlinear estimation/H∞ filter/extended Kalman filter

分类

信息技术与安全科学

引用本文复制引用

张永安,周荻,段广仁..A new extended H∞ filter for discrete nonlinear systems[J].哈尔滨工业大学学报(英文版),2004,11(5):498-500,3.

基金项目

Sponsored by the National Natural Science Foundation of China (Grant No. 60104003 and 60374024). (Grant No. 60104003 and 60374024)

哈尔滨工业大学学报(英文版)

1005-9113

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