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 Multiple Target Tracking in Multistatic Active Sonar Systems. Applying Self Organizing Maps, Dynamic Programming and Hough Transform
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Multiple Target Tracking in Multistatic Active Sonar Systems. Applying Self Organizing Maps, Dynamic Programming and Hough Transform

автор Mohammad E. издательство Книга по Требованию Книги
Cтраниц 144        мягкая обложка       
Аннотация: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. This research documents the results of experimental testing and analysis of the tracking system. Due to the nature of the underwater environment and sound propagation characteristics, tracking targets in the underwater environment becomes a complex operation. The multi-static active sonar scenario is an example for such systems where multiple source-receiver combinations are deployed. 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. 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.
Автор: Mohammad E.
Издательство: Книга по Требованию
Год:2010
Цена:
2279 руб
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Поиск: Multiple Target Tracking in Multistatic Active Sonar Systems. Applying Self Organizing Maps, Dynamic Programming and Hough Transform



Russia and the international economy

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