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| 005 | 20201007103544 | |
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| 007 | cr | |
| 008 | 200916s2014 sz a b 001 0 eng d | |
| 020 | ▼a 9783319035963 | |
| 040 | ▼a 211009 ▼c 211009 ▼d 211009 | |
| 050 | 4 | ▼a TJ212-225 |
| 082 | 0 4 | ▼a 003/.71 ▼2 23 |
| 084 | ▼a 003.71 ▼2 DDCK | |
| 090 | ▼a 003.71 | |
| 100 | 1 | ▼a Mzyk, Grzegorz. |
| 245 | 1 0 | ▼a Combined parametric-nonparametric identification of block-oriented systems ▼h [electronic resource] / ▼c Grzegorz Mzyk. |
| 260 | ▼a Cham : ▼b Springer International Publishing : ▼b Imprint: Springer, ▼c 2014. | |
| 300 | ▼a 1 online resource (xvi, 238 p.) : ▼b ill. | |
| 490 | 1 | ▼a Lecture notes in control and information sciences, ▼x 0170-8643 ; ▼v 454 |
| 500 | ▼a Title from e-Book title page. | |
| 504 | ▼a Includes bibliographical references and index. | |
| 505 | 0 | ▼a Hammerstein system -- Wiener system -- Wiener-Hammerstein (sandwich) system -- Large-scale interconnected systems -- Structure detection and model order selection -- Time-varying systems -- Simulation studies -- Summary. |
| 520 | ▼a This book considers a problem of block-oriented nonlinear dynamic system identification in the presence of random disturbances. This class of systems includes various interconnections of linear dynamic blocks and static nonlinear elements, e.g., Hammerstein system, Wiener system, Wiener-Hammerstein ("sandwich") system and additive NARMAX systems with feedback. Interconnecting signals are not accessible for measurement. The combined parametric-nonparametric algorithms, proposed in the book, can be selected dependently on the prior knowledge of the system and signals. Most of them are based on the decomposition of the complex system identification task into simpler local sub-problems by using non-parametric (kernel or orthogonal) regression estimation. In the parametric stage, the generalized least squares or the instrumental variables technique is commonly applied to cope with correlated excitations. Limit properties of the algorithms have been shown analytically and illustrated in simple experiments. | |
| 530 | ▼a Issued also as a book. | |
| 538 | ▼a Mode of access: World Wide Web. | |
| 650 | 0 | ▼a Large scale systems. |
| 650 | 0 | ▼a Coupled problems (Complex systems). |
| 650 | 0 | ▼a System theory. |
| 650 | 0 | ▼a Control theory. |
| 650 | 0 | ▼a Nonlinear control theory. |
| 830 | 0 | ▼a Lecture notes in control and information sciences; ▼v 454. |
| 856 | 4 0 | ▼u https://oca.korea.ac.kr/link.n2s?url=http://dx.doi.org/10.1007/978-3-319-03596-3 |
| 945 | ▼a KLPA | |
| 991 | ▼a E-Book(소장) |
소장정보
| No. | 소장처 | 청구기호 | 등록번호 | 도서상태 | 반납예정일 | 예약 | 서비스 |
|---|---|---|---|---|---|---|---|
| No. 1 | 소장처 중앙도서관/e-Book 컬렉션/ | 청구기호 CR 003.71 | 등록번호 E14033945 | 도서상태 대출불가(열람가능) | 반납예정일 | 예약 | 서비스 |