02872oam 2200613I 450 991078796410332120170817193846.00-429-08883-31-138-03428-21-4665-6884-410.1201/b17078 (CKB)2670000000557454(EBL)1605632(SSID)ssj0001225248(PQKBManifestationID)11730782(PQKBTitleCode)TC0001225248(PQKBWorkID)11264772(PQKB)10887716(MiAaPQ)EBC1605632(OCoLC)881162708(CaSebORM)9781466568846(EXLCZ)99267000000055745420180331h20142014 uy 0engur|n|---|||||txtccrRecursive identification and parameter estimation /Han-Fu Chen, Wenxiao ZhaoBoca Raton :Taylor & Francis,[2014]©20141 online resource (426 p.)Description based upon print version of record.1-306-86680-4 1-4665-6886-0 Includes bibliographical references.Front Cover; Contents; Preface; Acknowledgments; About the Authors; 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; Appendix A: Proof of Some Theorems in Chapter 1; Appendix B: Nonnegative Matrices; ReferencesThis 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. --Provided by publisher.Recursive functionsParameter estimationSystems engineeringMathematicsRecursive functions.Parameter estimation.Systems engineeringMathematics.620/.004201519536MAT003000MAT029010TEC007000bisacshChen Hanfu460829Zhao WenxiaoFlBoTFGFlBoTFGBOOK9910787964103321Recursive identification and parameter estimation3849457UNINA