Multiple Target Tracking in Multistatic Active Sonar Systems

Name: Multiple Target Tracking in Multistatic Active Sonar Systems
Brand: LAP Lambert Academic Publishing
SKU: 9783838322766
Price: 305.0 RON
Availability: InStock

Applying Self Organizing Maps, Dynamic Programming and Hough Transform

Autor: Mohammad Eljaber, Aboelmagd Noureldin

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Editura: LAP Lambert Academic Publishing

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Tracking multiple targets in a high cluttered environment where multiple receivers are used is a cha...

Informații despre carte

Autor

Mohammad Eljaber, Aboelmagd Noureldin

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2010

Pagini

144

EAN

9783838322766

Enbook ID

06929043

Editura

LAP Lambert Academic Publishing

Greutate

210

Dimensiuni

150 x 220 x 7

Descriere completă

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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Multiple Target Tracking in Multistatic Active Sonar Systems

Applying Self Organizing Maps, Dynamic Programming and Hough Transform

Informații despre carte

Descriere completă

S-ar putea să te intereseze

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