System identification : (Record no. 59351)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04360nam a2200565 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 5237512 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200421114111.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 151221s2005 nyua ob 001 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780471723134 |
| -- | ebook |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | print ed. |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | print ed. |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | electronic |
| 082 00 - CLASSIFICATION NUMBER | |
| Call Number | 003/.85 |
| 100 1# - AUTHOR NAME | |
| Author | Pintelon, R., |
| 245 10 - TITLE STATEMENT | |
| Title | System identification : |
| Sub Title | a frequency domain approach / |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 PDF (xxxviii, 605 pages) : |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | Preface. Acknowledgments. List of Operators and National Conventions. List of Symbols. List of Abbreviations. An Introduction to Identification. Measurements of Frequency Response Functions. Frequency Response Function Measurements in the Presence of Nonlinear Distortions. Design of Excitation Signals. Models of Linear Time-Invariant Systems. An Intuitive Introduction to Frequency Domain Identification. Estimation with Known Noise Model. Estimation with Unknown Noise Model. Model Selection and Validation. Base Choices in System Identification. Guidelines for the User. Applications. Some Linear Algebra Fundamentals. Some Probability and Stochastic Convergence Fundamentals. Properties of Least Squares Estimators with Deterministic Weighting. Properties of Least Squares Estimators with Stochastic Weighting. Identification of Semilinear Models. Identification of Invariant of (Over) Parameterized Models. References. Subject Index. Reference Index. About the Authors. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Electrical Engineering System Identification A Frequency Domain Approach How does one model a linear dynamic system from noisy data? This book presents a general approach to this problem, with both practical examples and theoretical discussions that give the reader a sound understanding of the subject and of the pitfalls that might occur on the road from raw data to validated model. The emphasis is on robust methods that can be used with a minimum of user interaction. Readers in many fields of engineering will gain knowledge about: * Choice of experimental setup and experiment design * Automatic characterization of disturbing noise * Generation of a good plant model * Detection, qualification, and quantification of nonlinear distortions * Identification of continuous- and discrete-time models * Improved model validation tools and from the theoretical side about: * System identification * Interrelations between time- and frequency-domain approaches * Stochastic properties of the estimators * Stochastic analysis System Identification: A Frequency Domain Approach is written for practicing engineers and scientists who do not want to delve into mathematical details of proofs. Also, it is written for researchers who wish to learn more about the theoretical aspects of the proofs. Several of the introductory chapters are suitable for undergraduates. Each chapter begins with an abstract and ends with exercises, and examples are given throughout. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Schoukens, J. |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=5237512 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | New York : |
| -- | IEEE Press, |
| -- | c2001. |
| 264 #2 - | |
| -- | [Piscataqay, New Jersey] : |
| -- | IEEE Xplore, |
| -- | [2005] |
| 336 ## - | |
| -- | text |
| -- | rdacontent |
| 337 ## - | |
| -- | electronic |
| -- | isbdmedia |
| 338 ## - | |
| -- | online resource |
| -- | rdacarrier |
| 588 ## - | |
| -- | Description based on PDF viewed 12/21/2015. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | System identification. |
| 695 ## - | |
| -- | Bibliographies |
| 695 ## - | |
| -- | Biographies |
| 695 ## - | |
| -- | Frequency domain analysis |
| 695 ## - | |
| -- | Indexes |
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