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商品詳細
Estimation and Inference in Discrete Event Systems: A Model-Based Approach with Finite Automata. 2020 ed.
・ISBN 978-3-030-30820-9 hard EUR 139.99
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★★★
| 著者・編者 | Hadjicostis, Christoforos N., |
|---|---|
| シリーズ | (Communications and Control Engineering) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2019 |
| ページ数 | 346 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A03-95638＞ |
解説
Estimation and Inference in Discrete Event Systems chooses a popular model for emerging automation systems-finite automata under partial observation-and focuses on a comprehensive study of the key problems of state estimation and event inference. The text includes treatment of current, delayed, and initial state estimation. Related applications for assessing and enforcing resiliency-fault detection and diagnosis-and security-privacy and opacity-properties are discussed, enabling the reader to apply these techniques in a variety of emerging applications, among them automated manufacturing processes, intelligent vehicle/highway systems, and autonomous vehicles.
The book provides a systematic development of recursive algorithms for state estimation and event inference. The author also deals with the verification of pertinent properties such as:
- the ability to determine the exact state of a system, "detectability";
- the ability to ensure that certain classes of faults can be detected/identified, "diagnosability"; and
- the ability to ensure that certain internal state variables of the system remain "hidden" from the outside world regardless of the type of activity that is taking place, "opacity".