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Multiple Target Tracking in Multistatic Active Sonar Systems: Applying Self Organizing Maps, Dynamic Programming and Hough Transform - Softcover
Synopsis
Tracking multiple targets in a high cluttered environment where multiple receivers are used is a challenging task due to the high level of false alarms and uncertainty in the track hypothesis. The multi-static active sonar scenario is an example for such systems where multiple source-receiver combinations are deployed. Due to the nature of the underwater environment and sound propagation characteristics, tracking targets in the underwater environment becomes a complex operation. The methodology presented in this book provides a rapid and reliable tracking system capable of tracking multiple targets without depending on a kinematic model of the target movement. In this algorithm, Self Organizing Maps, Dynamic Programming and the Hough transform are combined to produce tracks of possible targets? paths and estimate of targets? locations. Evaluation of the performance of the tracking algorithm is performed using three types of simulations and a set of real data obtained from a sea trial. This research documents the results of experimental testing and analysis of the tracking system.
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- PublisherLAP Lambert Academic Publishing
- Publication date2010
- ISBN 10 3838322762
- ISBN 13 9783838322766
- BindingPaperback
- LanguageEnglish
- Number of pages144
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Multiple Target Tracking in Multistatic Active Sonar Systems: Applying Self Organizing Maps, Dynamic Programming and Hough Transform
Published by
LAP Lambert Academic Publishing, 2010
ISBN 10: 3838322762
ISBN 13: 9783838322766
Used
Softcover
Seller: Wonder Book, Frederick, MD, U.S.A.
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Condition: Very Good. Very Good condition. A copy that may have a few cosmetic defects. May also contain light spine creasing or a few markings such as an owner's name, short gifter's inscription or light stamp. Seller Inventory # F13D-00400
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Multiple Target Tracking in Multistatic Active Sonar Systems: Applying Self Organizing Maps, Dynamic Programming and Hough Transform
Published by
LAP Lambert Academic Publishing,, 2010
ISBN 10: 3838322762
ISBN 13: 9783838322766
Used
Softcover
Seller: Roland Antiquariat UG haftungsbeschränkt, Weinheim, Germany
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127 Seiten Am unteren Buchschnitt mittels Stempel als "Mängelexemplar" gekennzeichnet, jedoch innen wie außen ein sehr gutes Exemplar, fast wie neu. Die Leseseiten sind tadellos, sauber und ohne Anstreichungen. 9783838322766 Sprache: Englisch Gewicht in Gramm: 240 Taschenbuch, Größe: 15 x 0.8 x 22 cm. Seller Inventory # 256960
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Multiple Target Tracking in Multistatic Active Sonar Systems
Published by
LAP LAMBERT Academic Publishing Sep 2010, 2010
ISBN 10: 3838322762
ISBN 13: 9783838322766
New
Taschenbuch
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Tracking multiple targets in a high cluttered environment where multiple receivers are used is a challenging task due to the high level of false alarms and uncertainty in the track hypothesis. The multi-static active sonar scenario is an example for such systems where multiple source-receiver combinations are deployed. Due to the nature of the underwater environment and sound propagation characteristics, tracking targets in the underwater environment becomes a complex operation. The methodology presented in this book provides a rapid and reliable tracking system capable of tracking multiple targets without depending on a kinematic model of the target movement. In this algorithm, Self Organizing Maps, Dynamic Programming and the Hough transform are combined to produce tracks of possible targets paths and estimate of targets locations. Evaluation of the performance of the tracking algorithm is performed using three types of simulations and a set of real data obtained from a sea trial. This research documents the results of experimental testing and analysis of the tracking system. 144 pp. Englisch. Seller Inventory # 9783838322766
Quantity: 2 available
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Multiple Target Tracking in Multistatic Active Sonar Systems : Applying Self Organizing Maps, Dynamic Programming and Hough Transform
Published by
LAP LAMBERT Academic Publishing, 2010
ISBN 10: 3838322762
ISBN 13: 9783838322766
New
Taschenbuch
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Tracking multiple targets in a high cluttered environment where multiple receivers are used is a challenging task due to the high level of false alarms and uncertainty in the track hypothesis. The multi-static active sonar scenario is an example for such systems where multiple source-receiver combinations are deployed. Due to the nature of the underwater environment and sound propagation characteristics, tracking targets in the underwater environment becomes a complex operation. The methodology presented in this book provides a rapid and reliable tracking system capable of tracking multiple targets without depending on a kinematic model of the target movement. In this algorithm, Self Organizing Maps, Dynamic Programming and the Hough transform are combined to produce tracks of possible targets paths and estimate of targets locations. Evaluation of the performance of the tracking algorithm is performed using three types of simulations and a set of real data obtained from a sea trial. This research documents the results of experimental testing and analysis of the tracking system. Seller Inventory # 9783838322766
Quantity: 1 available
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Multiple Target Tracking in Multistatic Active Sonar Systems: Applying Self Organizing Maps, Dynamic Programming and Hough Transform
Published by
LAP Lambert Academic Publishing, 2010
ISBN 10: 3838322762
ISBN 13: 9783838322766
New
Paperback
Seller: Revaluation Books, Exeter, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: Brand New. 144 pages. 8.66x5.91x0.33 inches. In Stock. Seller Inventory # 3838322762
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