吉林大学学报(信息科学版) ›› 2017, Vol. 35 ›› Issue (6): 623-628.

• 论文 • 上一篇    下一篇

传感器饱和约束下非线性切换系统鲁棒 L 1 滤波

李艳辉, 张国勋   

  1. 东北石油大学 电气信息工程学院, 黑龙江 大庆 163318
  • 收稿日期:2016-12-25 出版日期:2017-12-29 发布日期:2018-03-14
  • 作者简介:李艳辉(1970— ), 女, 辽宁法库人, 东北石油大学教授, 博士生导师, 主要从事鲁棒控制、 滤波和智能控制研究, (Tel)86-459-6504797(E-mail)LY_hui@ hotmail. com。
  • 基金资助:
    国家自然科学基金资助项目(61673102)

Robust L 1 Filtering for Switched Systems Subject to Sensor Saturation

LI Yanhui, ZHANG Guoxun   

  1. School of Electrical Engineering and Information, Northeast Petroleum University, Daqing 163318, China
  • Received:2016-12-25 Online:2017-12-29 Published:2018-03-14

摘要: 为解决传感器饱和约束问题, 研究了一类非线性时滞切换系统的鲁棒 L 1 滤波。 所考虑的非线性时滞切换
系统具有满足李普希茨约束条件的非线性和范数有界不确定性。 基于平均驻留时间法(ADT: Average Dwell
Time), 通过构造一个时滞依赖的 Lyapunov 函数, 建立传感器饱和约束下非线性切换系统的时滞相关峰值鄄峰值
(L 1 )性能判据, 并将滤波器的设计转化为求解一组线性矩阵不等式的凸优化问题。 最后, 通过仿真算例验证
了该方法的有效性。

关键词: 鲁棒 L 1 滤波, 平均驻留时间法, 非线性时滞切换系统, 李普希茨非线性函数

Abstract: In order to solve the problem of sensor saturation constraints, a robust L 1 filter for a class of nonlinear
time-delay switching systems is studied. The nonlinear switched systems with nonlinear time-delay satisfy
lipschitz constraint condition and norm bounded uncertainties. By constructing a delay-dependent Lyapunov
function and utilizing the minimum average dwell time method, a delay-dependent peak-to-peak(L 1 ) criterion is
established for the nonlinear delay switched systems subject to sensor saturation, the design of filter is converted
into a convex optimization problem of solving a set of linear matrix inequalities. Finally, a simulation example
illustrates the effectiveness of the proposed approach.

Key words: robust L 1 filtering, Lipschitz nonlinear function, average dwell time(ADT), nonlinear delay switched systems

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