DocumentCode :
613635
Title :
A PHD approach for multiple vehicle tracking based on a polar detection method in laser range data
Author :
Fortin, B. ; Lherbier, R. ; Noyer, J.C.
Author_Institution :
LISIC, Univ. Lille Nord de France, Calais, France
fYear :
2013
fDate :
15-18 April 2013
Firstpage :
262
Lastpage :
268
Abstract :
This paper presents a detection and tracking approach of multiple vehicles in scanning laser range data. The proposed solution relies on a new detection method based on object geometric invariant that uses the raw measurements directly in polar coordinates. The multitarget management problem is solved in the PHD framework by a particle filter.
Keywords :
laser ranging; particle filtering (numerical methods); target tracking; PHD framework; multiple vehicle tracking; multitarget management problem; object geometric invariant; particle filter; polar coordinates; polar detection method; raw measurements; scanning laser range data; Equations; Estimation; Mathematical model; Measurement by laser beam; Sensors; Target tracking; Vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems Conference (SysCon), 2013 IEEE International
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4673-3107-4
Type :
conf
DOI :
10.1109/SysCon.2013.6549892
Filename :
6549892
Link To Document :
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