Simultaneous Identification of Multiple LTI Plants using Multiple Models, Switching and Tuning

被引：1
|
作者：
George, Koshy [1 ,2 ]
Harshangi, Prashanth [1 ]
Bhat, Jayesh Sudhir [1 ]
机构：
[1] PES Inst Technol, PES Ctr Intelligent Syst, 100 Feet Ring Rd,BSK 3 Stage, Bangalore 560085, Karnataka, India
[2] PES Inst Technol, Dept Telecommun Engn, Bangalore 560085, Karnataka, India
来源：
2010 12TH INTERNATIONAL CONFERENCE ON COMPUTER MODELLING AND SIMULATION (UKSIM) | 2010年
关键词：
Simultaneous identification; LTI plants; multiple models; switching and tuning; adaptation; ADAPTIVE-CONTROL;
D O I：
10.1109/UKSIM.2010.21
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
The multiple models, switching, and tuning methodology is used in this paper to identify simultaneously multiple linear time-invariant (LTI) plants. Two model assignment strategies are also presented. These strategies cause the models to organize themselves so that at any given instant only one model adapts to each plant. The choice of the assignment strategy and the performance criteria play an important role in the manner of both the convergence and the switching between models.
引用
收藏
页码：68 / 73
页数：6
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