System Identification Quantized Observations by Wang Yin (20 results)
Language: English
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Published by Springer Verlag, 2013
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Language: English
Published by Springer, 2010
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Language: English
Published by Birkhäuser, 2010
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Language: English
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Published by Birkhäuser, 2010
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Published by Birkhauser Boston Inc, US, 2010
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Hardback. Condition: New. This book concerns the identi?cation of systems in which only quantized output observations are available, due to sensor limitations, signal quan- zation, or coding for communications. Although there are many excellent treaties in system identi?cation and its related subject areas, a syst- atic study of… identi?cation with quantized data is still in its early stage. This book presents new methodologies that utilize quantized information in system identi?cation and explores their potential in extending control capabilities for systems with limited sensor information or networked s- tems. The book is an outgrowth of our recent research on quantized iden- ?cation; it o?ers several salient features. From the viewpoint of targeted plants, it treats both linear and nonlinear systems, and both time-invariant and time-varying systems. In terms of noise types, it includes independent and dependent noises, stochastic disturbances and deterministic bounded noises, and noises with unknown distribution functions. The key meth- ologies of the book combine empirical measures and information-theoretic approaches to cover convergence, convergence rate, estimator e?ciency, - put design, threshold selection, and complexity analysis. We hope that it can shed new insights and perspectives for system identi?cation.
Language: English
Published by Birkhauser Boston Inc, 2010
Series: Book 28 of 55 - Systems & Control: Foundations & Applications
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Condition: New. Written for a broad audience of graduate students, researchers, and practitioners alike, this volume offers dedicated coverage of quantized information in system identification. Applications to signal processing, computer networks, mobile agents, telemedicine, and data fusion are included. Series: Systems & Contr…ol: Foundations and Applications. Num Pages: 335 pages, 42 black & white illustrations, 3 black & white tables, biography. BIC Classification: GPFC; TBM; TJFM; TJK. Category: (P) Professional & Vocational. Dimension: 242 x 166 x 26. Weight in Grams: 624. . 2010. Hardback. . . . .
Language: English
Published by Springer New York, 2013
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Condition: Sehr gut. Zustand: Sehr gut | Sprache: Englisch | Produktart: Bücher | ¿This brief presents characterizations of identification errors under a probabilistic framework when output sensors are binary, quantized, or regular. By considering both space complexity in terms of signal quantization and time complexity with re…spect to data window sizes, this study provides a new perspective to understand the fundamental relationship between probabilistic errors and resources, which may represent data sizes in computer usage, computational complexity in algorithms, sample sizes in statistical analysis and channel bandwidths in communications.
Language: English
Published by Birkhauser Boston Inc, 2010
Series: Book 28 of 55 - Systems & Control: Foundations & Applications
- Hardcover
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Condition: New. Written for a broad audience of graduate students, researchers, and practitioners alike, this volume offers dedicated coverage of quantized information in system identification. Applications to signal processing, computer networks, mobile agents, telemedicine, and data fusion are included. Series: Systems & Contr…ol: Foundations and Applications. Num Pages: 335 pages, 42 black & white illustrations, 3 black & white tables, biography. BIC Classification: GPFC; TBM; TJFM; TJK. Category: (P) Professional & Vocational. Dimension: 242 x 166 x 26. Weight in Grams: 624. . 2010. Hardback. . . . . Books ship from the US and Ireland.
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Language: English
Published by Birkhauser Boston Inc, US, 2010
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- Hardcover
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Hardback. Condition: New. This book concerns the identi?cation of systems in which only quantized output observations are available, due to sensor limitations, signal quan- zation, or coding for communications. Although there are many excellent treaties in system identi?cation and its related subject areas, a syst- atic study of… identi?cation with quantized data is still in its early stage. This book presents new methodologies that utilize quantized information in system identi?cation and explores their potential in extending control capabilities for systems with limited sensor information or networked s- tems. The book is an outgrowth of our recent research on quantized iden- ?cation; it o?ers several salient features. From the viewpoint of targeted plants, it treats both linear and nonlinear systems, and both time-invariant and time-varying systems. In terms of noise types, it includes independent and dependent noises, stochastic disturbances and deterministic bounded noises, and noises with unknown distribution functions. The key meth- ologies of the book combine empirical measures and information-theoretic approaches to cover convergence, convergence rate, estimator e?ciency, - put design, threshold selection, and complexity analysis. We hope that it can shed new insights and perspectives for system identi?cation.
Language: English
Published by Springer, 2013
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Condition: New. Print on Demand pp. 108 17 Illus. (16 Col.).
Language: English
Published by Springer, 2013
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Language: English
Published by Springer New York, 2013
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Kartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents characterizations of identification errors under a probabilistic framework when output sensors are binary, quantized, or regularFirst book devoted to large deviations to system identi…ficationApplication orientedPresents.
Language: English
Published by Birkhäuser, 2010
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Language: English
Published by Birkhäuser Boston, 2010
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- Hardcover
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. First monograph dedicated to quantized identification in systemsApplications to communication and computer networks, signal processing, sensor networks, mobile agents, data fusion, remote sensing, telemedici…neSelected material from the book.
Language: English
Published by Springer, 2010
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Condition: New. PRINT ON DEMAND pp. 336.
