Foundations and Applications of Sensor Management (Signals and Communication Technology)
Language: English
Published by Springer, 2007
Series: Book 20 of 180 - Signals and Communication Technology
- Hardcover
- Used
Seller: Gardner's Used Books, Inc., Tulsa, OK, U.S.A.Gardner's Used Books, Inc.
AbeBooks seller since July 18, 2006
Condition: Used - Good
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Good condition hardback. Minor edgewear and corner bumping. Pages are clean and unmarked. Tulsa's largest used bookstore. Located on South Mingo Road since 1991. No-hassle return policy if not completely satisfied.
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- Title
- Foundations and Applications of Sensor Management (Signals and Communication Technology)
- Publisher
- Springer
- Publication year
- 2007
- Condition
- Good
- Binding
- hardcover
- Language
- English
- ISBN 10
- 0387278923
- ISBN 13
- 9780387278926
- Series
- Book 20 of 180: Signals and Communication Technology
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 stopping times.
Foundations and Applications of Sensor Management is an important reference for signal processing and control engineers and researchers as well as machine learning application developers.
"Synopsis" may belong to another edition of this title.
From the Back Cover
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 stopping times.
Foundations and Applications of Sensor Management is an important reference for signal processing and control engineers and researchers as well as machine learning application developers.
"About the title" may belong to another edition of this title.
Gardner's Used Books, Inc.
Tulsa, OK, U.S.A.
AbeBooks seller since July 18, 2006
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We are Oklahoma's largest used bookstore. We have proudly served Tulsa and the surrounding communities since 1991.
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Gardner's Used Books, Inc.
Gardner's Used Books, 4421 S Mingo Rd
Tulsa, OK U.S.A. 74146
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