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Stochastic Control and Filtering over Constrained Communication Networks. 2019 ed.
・ISBN 978-3-030-00156-8 hard EUR 119.99
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| 著者・編者 | Liu, Qinyuan / Wang, Zidong / He, Xiao, |
|---|---|
| シリーズ | (Studies in Systems, Decision and Control) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2018 |
| ページ数 | 222 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-84411＞ |
解説
?Stochastic Control and Filtering over Constrained Communication Networks presents up-to-date research developments and novel methodologies on stochastic control and filtering for networked systems under constrained communication networks. It provides a framework of optimal controller/filter design, resilient filter design, stability and performance analysis for the systems considered, subject to various kinds of communication constraints, including signal-to-noise constraints, bandwidth constraints, and packet drops. Several techniques are employed to develop the controllers and filters desired, including:
- recursive Riccati equations;
- matrix decomposition;
- optimal estimation theory; and
- mathematical optimization methods.