System Identification with Quantized Observations
Produktnummer:
18029e046432ea4191acdabd31cacf3bd1
Autor: | Wang, Le Yi Yin, G. George Zhang, Ji-Feng Zhao, Yanlong |
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Themengebiete: | Analysis Markov Signal algorithm algorithms communication identification nonlinear system system system identification |
Veröffentlichungsdatum: | 25.05.2010 |
EAN: | 9780817649555 |
Sprache: | Englisch |
Seitenzahl: | 317 |
Produktart: | Gebunden |
Verlag: | Birkhäuser Boston |
Produktinformationen "System Identification with Quantized Observations"
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.

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