The stability of the Kalman filter for systems with colored observation noises

被引:0
|
作者
Wang Yuan [1 ]
Li Chen [1 ]
机构
[1] Beijing Informat Technol Inst, Dept Comp Informat Syst, Beijing 100101, Peoples R China
关键词
Kalman filter; colored noise; L-r; -; stable;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The stability of the Kalman filter for the stochastic time varying linear systems with colored observation noises has been treated. In this paper, we first introduce a suitable stochastic observability (or excitation) condition to guarantee both the L-r - and exponential stability of random Riccati equations. Then we give a sufficient condition to ensure the stability of Kalman filter.
引用
收藏
页码:71 / +
页数:3
相关论文
共 4 条
  • [1] Goodwin G C., 1984, ADAPTIVE FILTERING P
  • [2] GUO L, 1991, TIME VARYING STOCHAS
  • [3] Ljung L., 1986, SYSTEM IDENTIFICATIO
  • [4] On stability of random Riccati equations
    Wang, YA
    Guo, L
    [J]. SCIENCE IN CHINA SERIES E-TECHNOLOGICAL SCIENCES, 1999, 42 (02): : 136 - 148