| 书目名称 | Foundations and Applications of Sensor Management |
| 编辑 | Alfred O. Hero,David A. Castañón,Keith Kastella |
| 视频video | http://file.papertrans.cn/347/346828/346828.mp4 |
| 概述 | Targets diverse communities by including editors and contributors who are pioneers and representatives in the area of active sensing and sensor management..Presents the theory of sensor management wit |
| 丛书名称 | Signals and Communication Technology |
| 图书封面 |  |
| 描述 | .Foundations and Applications of Sensor Management. presents the emerging theory of sensor management with applications to real-world examples such as landmine detection, adaptive signal and image sampling, multi-target tracking, and radar waveform scheduling. It is written by leading experts in the field for a diverse engineering audience ranging from signal processing, to automatic control, statistics, and machine learning. The level of treatment of the book is tutorial and self-contained. ...The chapters of the book follow a logical development from theoretical foundations to approximate approaches and ending with applications. The coverage includes the following topics: stochastic control foundations of sensor management; multi-armed bandits and their connections to sensor management; information-theoretic approaches; managed sensing for multi-target tracking; approximation methods based on embedded simulation; active learning for classification and sampling; and waveform scheduling for radar. An appendix is included to provide essential background on topics the reader may not have encountered as a first-year graduate student: Markov decision processes; information theory; and |
| 出版日期 | Book 2008 |
| 关键词 | Radar; Tracking; Waveform; filter; information; information theory; sensor |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-0-387-49819-5 |
| isbn_softcover | 978-1-4419-3911-1 |
| isbn_ebook | 978-0-387-49819-5Series ISSN 1860-4862 Series E-ISSN 1860-4870 |
| issn_series | 1860-4862 |
| copyright | Springer-Verlag US 2008 |
|Archiver|手机版|小黑屋|
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