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Condition: New. pp. 328.
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Published by Springer-Verlag New York Inc., New York, NY, 2010
ISBN 10: 1441939113 ISBN 13: 9781441939111
Language: English
Seller: Grand Eagle Retail, Mason, OH, U.S.A.
First Edition
Paperback. Condition: new. Paperback. 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. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.
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Published by Springer-Verlag New York Inc., New York, NY, 2007
ISBN 10: 0387278923 ISBN 13: 9780387278926
Language: English
Seller: Grand Eagle Retail, Mason, OH, U.S.A.
First Edition
Hardcover. Condition: new. Hardcover. 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. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Add to basketCondition: Gut. Zustand: Gut | Sprache: Englisch | Produktart: Bücher.
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Published by Springer, 2008
Language: English
Seller: Books in my Basket, New Delhi, India
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Add to basketHardcover. Condition: New. ISBN:9780387278926.
Published by Springer-Verlag New York Inc., 2007
ISBN 10: 0387278923 ISBN 13: 9780387278926
Language: English
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Add to basketCondition: New. Presents the 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. This book is intended for signal processing and control engineers and researchers as well as machine learning application developers. Editor(s): Hero, Alfred Olivier; Kastella, Keith; Castanon, David; Cochran, Doug. Series: Signals and Communication Technology. Num Pages: 310 pages, biography. BIC Classification: TJK. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 19. Weight in Grams: 656. . 2007. Hardback. . . . .