%0 Journal Article
%T Dissipative fuzzy filtering for nonlinear systems with multiple packet dropouts
具有多包数据丢失非线性系统的耗散模糊滤波
%A LIN Qiong-bin
%A YANG Fu-wen
%A WANG Wu
%A
林琼斌
%A 杨富文
%A 王武
%J 控制理论与应用
%D 2010
%I
%X The problem of designing a dissipative fuzzy filter is addressed for a class of nonlinear systems with multiple packet dropouts. The Takagi and Sugeno(T-S) fuzzy model is employed to represent a discrete-time nonlinear system, and the multiple packet dropouts in measurements are described by a binary switching sequence satisfying a conditional probability distribution. Based on a linear matrix inequality(LMI) approach, we develop a fuzzy dissipative filter which guarantees that the filter-error systems are exponentially mean-square stable and with strict dissipativeness. A numerical example is provided to illustrate the design developed in this paper.
%K multiple packet dropouts
%K nonlinear system
%K T-S fuzzy model
%K dissipative fuzzy filtering
%K LMI
多包数据丢失
%K 非线性系统
%K T-S模糊模型
%K 模糊耗散滤波
%K 线性矩阵不等式
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=970898A57DFC021F93AB51667BAED7F7&aid=054B9DCB84FA4010CC536700C72F09FE&yid=140ECF96957D60B2&vid=DB817633AA4F79B9&iid=38B194292C032A66&sid=8C27CCA578E52082&eid=869B6F3117981EC4&journal_id=1000-8152&journal_name=控制理论与应用&referenced_num=0&reference_num=19