Regularized robust filters for time-varying uncertain discrete-time systems

被引：29
|
作者：
Subramanian, A [1 ]
Sayed, AH [1 ]
机构：
[1] Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA
来源：
IEEE TRANSACTIONS ON AUTOMATIC CONTROL | 2004年 / 49卷 / 06期
关键词：
convex optimization; least-squares; parametric uncertainty; regularization; robust filter;
D O I：
10.1109/TAC.2004.829609
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 note develops robust filters for time-varying uncertain discrete-time systems. The developed filters are based on a data regularization solution and they enforce a minimum state-error variance propoerty. Simulation results confirm their superior performance over other robust filter designs.
引用
收藏
页码：970 / 976
页数：7
相关论文
共 50 条
  • [1] Robust observability for a class of time-varying discrete-time uncertain systems
    Moheimani, SOR
    Savkin, AV
    Petersen, IR
    [J]. SYSTEMS & CONTROL LETTERS, 1996, 27 (05) : 261 - 266
  • [2] Robust passive control for uncertain discrete-time systems with time-varying delays
    Cui, BT
    Hua, MG
    [J]. CHAOS SOLITONS & FRACTALS, 2006, 29 (02) : 331 - 341
  • [3] Robust Stability of Uncertain Discrete-Time Switched Systems With Time-Varying Delay
    Mohammed, Charqi
    El Houssaine, Tissir
    Mohamed, Ouahi
    Noureddine, Chaibi
    [J]. 2018 INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND COMPUTER VISION (ISCV2018), 2018,
  • [4] Robust Kalman filtering for discrete-time systems with stochastic uncertain time-varying parameters
    Abolhasani, M.
    Rahmani, M.
    [J]. ELECTRONICS LETTERS, 2017, 53 (03) : 146 - 148
  • [5] Robust stabilization and H∞ control for uncertain discrete-time systems with time-varying delays
    Tang Hongji
    Han Yanwu
    Zhang Xiaomei
    [J]. PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 3, 2007, : 620 - +
  • [6] Robust Exponential Stability of Uncertain Discrete-Time Systems with Interval Time-Varying Delay
    Lien, Chang-Hua
    Chen, Jenq-Der
    Yu, Ker-Wei
    Lee, Chin-Tan
    Chen, Ruey-Shin
    Yang, Chyi-Da
    [J]. PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON INTELLIGENT TECHNOLOGIES AND ENGINEERING SYSTEMS (ICITES2013), 2014, 293 : 461 - 468
  • [7] Robust stability criteria for a class of uncertain discrete-time systems with time-varying delay
    Ramakrishnan, K.
    Ray, G.
    [J]. APPLIED MATHEMATICAL MODELLING, 2013, 37 (03) : 1468 - 1479
  • [8] Robust Stability and Stabilization for Uncertain Discrete-Time Fuzzy Systems with Time-Varying Delay
    Yoneyama, Jun
    [J]. ASCC: 2009 7TH ASIAN CONTROL CONFERENCE, VOLS 1-3, 2009, : 1022 - 1027
  • [9] Robust stability of linear uncertain discrete-time systems with interval time-varying delay
    Parlakci, Mehmet Nur Alpaslan
    [J]. TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2014, 22 (03) : 650 - 662
  • [10] Robust H∞ filtering for discrete-time linear systems with uncertain time-varying parameters
    de Souza, Carlos E.
    Barbosa, Karina A.
    Neto, Alexandre Trofino
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2006, 54 (06) : 2110 - 2118
12345