TY  - BOOK
AU  - Chen,Han-Fu
AU  - Zhao,Wenxiao
TI  - Recursive identification and parameter estimation
SN  - 9781466568846 (Hardback : acidfree paper)
U1  - 620.001171 23
PY  - 2014///
CY  - Boca Raton
PB  - CRC Press, 
KW  - Systems engineering
KW  - Mathematics
KW  - Parameter estimation
KW  - Recursive functions
N1  - 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
N2  - 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.
ER  -