L2 - L∞ Filtering For a Class T-S Fuzzy Discrete Systems Under Stochastic Perturbation

被引：0
|
作者：
Zoulagh, T. [1 ]
Boukili, B. [1 ]
Hmamed, A. [1 ]
El Hajjaji, A. [2 ]
机构：
[1] LESSI, Dept Phys, Fac Sci Dhar El Mehraz, BP 1796, Fes, Morocco
[2] Univ Picardie Jules Verne, Lab Modelisat Informat & Syst, 7 Rue Moulin Neuf, F-80000 Amiens, France
来源：
2017 14TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD) | 2017年
关键词：
L-2-L-infinity filtering; Takagi-Sugeno (T-S) fuzzy systems; stochastic systems; slack variables; Linear matrix inequalities (LMIs); H-INFINITY; TIME; DESIGN;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This work tackles the L-2 - L-infinity filter design problem for the discrete-time Takagi-Sugeno (T-S) fuzzy stochastic systems. The approach based on the (T-S) fuzzy systems, and the objective is to provide a new design with sufficient condition via LMI procedure. Less conservative results are obtained through the use of the projection lemma to introduce additional free matrices. These tools allow to obtain a full-order filter design with extra degree of freedom in order to optimize the L-2-L-infinity performance. At the end, several examples are used to illustrate the efficiency of the proposed approach.
引用
收藏
页码：268 / 273
页数：6
相关论文
共 50 条
  • [11] l1 filtering for continuous-discrete T-S fuzzy positive Roesser model
    Liang, Jinling
    Wang, Jinling
    Huang, Tingwen
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018, 355 (15): : 7281 - 7305
  • [12] Stabilization for a Class of Stochastic T-S Fuzzy Systems with different Premises
    Zhang, Liangliang
    Zhou, Shaosheng
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 2483 - 2486
  • [13] Nonfragile H∞ Filtering for Discrete- time T-S Fuzzy Systems
    Ding, Da-Wei
    Li, Xiaoli
    Shi, Zhiguo
    Guo, Xianggui
    PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE, 2012, : 3552 - 3557
  • [14] Asynchronous Filtering for Discrete-Time Switched T-S Fuzzy Systems
    Shi, Shuang
    Fei, Zhongyang
    Shi, Peng
    Ahn, Choon Ki
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 28 (08) : 1531 - 1541
  • [15] Delay-dependent robust L2-L∞ filtering of T-S fuzzy systems with time-varying delays
    Li, Ze
    Xu, Shengyuan
    Zou, Yun
    Chu, Yuming
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2010, 24 (07) : 529 - 539
  • [16] Co-design of event generator and filtering for a class of T-S fuzzy systems with stochastic sensor faults
    Liu, Jinliang
    Fei, Shumin
    Tian, Engang
    Gu, Zhou
    FUZZY SETS AND SYSTEMS, 2015, 273 : 124 - 140
  • [17] l2–l∞ Filtering Design for Piecewise Discrete-Time Linear Systems
    Xinmin Song
    Huanshui Zhang
    Haihui Liu
    Circuits, Systems and Signal Processing, 2009, 28 : 883 - 898
  • [18] H∞ fault detection for 2-D T-S discrete stochastic fuzzy systems
    Li, Xiaofeng
    Li, Lizhen
    Ye, Shuxia
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2020, 51 (12) : 2258 - 2275
  • [19] Stability and Stabilization of Discrete-Time T-S Fuzzy Systems With Stochastic Perturbation and Time-Varying Delay
    Yang, Xiaozhan
    Wu, Ligang
    Lam, Hak-Keung
    Su, Xiaojie
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2014, 22 (01) : 124 - 138
  • [20] Dissipativity Analysis for Discrete-Time T-S Fuzzy Systems With Time-Varying Delay and Stochastic Perturbation
    Yang, Xiaozhan
    Zheng, Zhong
    Zhao, Yuxin
    Wu, Ligang
    2014 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2014, : 2096 - 2102
12345