Articles liés à ADVANCED ALGORITHMS FOR MULTI-SENSOR MULTI-TARGET TRACKING:...

ADVANCED ALGORITHMS FOR MULTI-SENSOR MULTI-TARGET TRACKING: Estimation and Tracking for Stochastic Hybrid Systems - Couverture souple

PURANIK, SUMEDH

 
9783843364713: ADVANCED ALGORITHMS FOR MULTI-SENSOR MULTI-TARGET TRACKING: Estimation and Tracking for Stochastic Hybrid Systems
Couverture souple
ISBN 10 : 3843364710 ISBN 13 : 9783843364713
Editeur : LAP LAMBERT Academic Publishing, 2010

Synopsis

Target tracking has tremendous applications in both military and civilian surveillance systems. Typical applications are satellite surveillance systems, air-traffic control, undersea surveillance, sophisticated weapon delivery systems, global positioning systems, etc. The rapid developments in hardware and software technology have increased the signal processing capabilities of these surveillance systems. Advances in sensing resources have made possible to collect the enormous and complex amount of observation data from the targets. This has generated a continuing need for further development in information processing capabilities of these systems. Besides that, target tracking is as such a very complex problem. Complexity of the overall tracking problem increases substantially with the presence of maneuvering target, multiple targets, multiple distributed sensors, and background noise or clutter. In this book we develop a set of new suboptimal filtering and smoothing algorithms for maneuvering target tracking application. The proposed algorithms provide better performance in terms of estimation accuracy over the existing algorithms.

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

Présentation de l'éditeur

Target tracking has tremendous applications in both military and civilian surveillance systems. Typical applications are satellite surveillance systems, air-traffic control, undersea surveillance, sophisticated weapon delivery systems, global positioning systems, etc. The rapid developments in hardware and software technology have increased the signal processing capabilities of these surveillance systems. Advances in sensing resources have made possible to collect the enormous and complex amount of observation data from the targets. This has generated a continuing need for further development in information processing capabilities of these systems. Besides that, target tracking is as such a very complex problem. Complexity of the overall tracking problem increases substantially with the presence of maneuvering target, multiple targets, multiple distributed sensors, and background noise or clutter. In this book we develop a set of new suboptimal filtering and smoothing algorithms for maneuvering target tracking application. The proposed algorithms provide better performance in terms of estimation accuracy over the existing algorithms.

Biographie de l'auteur

Dr. Sumedh P. Puranik is a Systems Engineer at Thales ATM Inc. in Air-Traffic Control group that supports FAA on a revolutionary ADS-B program. Earlier, in 2005, he received the Ph.D. in Electrical & Computer Eng. from Auburn University, USA where he was doctoral research fellow. He has developed novel algorithms for target-tracking applications.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2010
Langue
anglais
ISBN 10 
3843364710
ISBN 13 
9783843364713
Reliure
Broché
Nombre de pages
188
Coordonnées du fabricant
non disponible
Personne responsable
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