Recursive identification and parameter estimation / Han-Fu Chen and Wenxiao Zhao.
Material type:
- 9781466568846 (Hardback : acidfree paper)
- 620.001171 23 C518
Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
---|---|---|---|---|---|---|---|
Books | ISI Library, Kolkata | 620.001171 C518 (Browse shelf(Opens below)) | Available | 136655 |
Browsing ISI Library, Kolkata shelves Close shelf browser (Hides shelf browser)
No cover image available | No cover image available | |||||||
620.0011 C456 Applied state estimation and association / | 620.0011 R881 System dynamics : an introduction | 620.001171 C495 Modeling and simulation of system using Matlab and Simulink | 620.001171 C518 Recursive identification and parameter estimation / | 620.001171 J25 Modeling and Simulation Using MATLAB-Simulink/ | 620.00151 An544 Application of mathematics in industry | 620.00151 Ar695 Theory and applications of iteration methods |
Includes bibliographical references and index.
1. Dependent random vectors --
2. Recursive parameter estimation --
3. Recursive identification for ARMAX systems --
4. Recursive identification for nonlinear systems --
5. Other problems reducible to parameter estimation --
Appendices --
References --
Index.
This book describes the recursive approach to solving problems from system identification, parameter estimation, adaptive control problems, and more. Special attention is paid to how to transform the problems suitable to a recursive solution. Recursive solutions are given for identification of ARMAX systems without imposing restrictive conditions; for identification of typical nonlinear systems; for optimal adaptive tracking, iterative learning control of nonlinear systems, the consensus of multi-agents systems, and others; for some other related problems such as principal component analysis, the distributed randomized PageRank computation, and more.
There are no comments on this title.