Advanced data association techniques in multi-target tracking system: Solving to multi-target tracking issues - Couverture souple

Mohamed Shawky, Negm Eldin; Saad, El-Sayed Mostafaa; Elbardawiny, Abd Elrahman

 
9783659306938: Advanced data association techniques in multi-target tracking system: Solving to multi-target tracking issues
Couverture souple
ISBN 10 : 3659306932 ISBN 13 : 9783659306938
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

In multi-target tracking system, data association and tracking filter are two basic parts of tracking objects. The choosing of data association technique to associate the track to the true target in noisy received measurements is an important key to overcome the issues of the tracking process. Many data association algorithms have been developed to be the most powerful techniques for these issues, but still there are disadvantages in their restricting assumptions, complexity and in the resulting performance. For these reasons, some of data association algorithms that are widely used have been studied. These algorithms have some issues during tracking in dense clutter environment, tracking a highly maneuvering targets and swapping in the presence of more background clutter and false signal. Then, these algorithms have been updated to overcome the issues, improve the performance, decrease the burden of the computational cost, decrease the probability of error and to give the targets the ability to continue tracking without failing.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3659306932
ISBN 13 
9783659306938
Reliure
Broché
Nombre de pages
212
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Allemagne