Title :
Kinematic separation point estimation using PMHT
Author :
Dunham, Darin T. ; August, Scott E.
Author_Institution :
Vectraxx, Inc., Glen Allen, VA, USA
Abstract :
When two objects separate there is typically a period of time after the separation when the two objects are unresolved by a radar. This is due to the radar range bin resolution, which will keep two returns as one measurement until there is a clear separation. At that point, a new track will start, but where exactly did the objects separate? The actual separation point may be of interest and finding that separation point is the topic of this paper. Using the PMHT algorithm allows measurements to be ¿shared¿ between tracks, and therefore, makes an excellent algorithm for when there are closely-spaced unresolved measurements. After a separation event, while the measurements are still unresolved, there will be only one measurement for the two objects. PMHT is quite comfortable with this situation when there are fewer measurements than there are objects because the PMHT has to know a priori how many objects there are. When a new track starts, the PMHT separation point estimation algorithm will be called. Then the PMHT algorithm can add in the unresolved measurements backwards in time to determine the likely separation point.
Keywords :
probability; radar tracking; target tracking; PMHT; kinematic separation point estimation; probabilistic multi-hypothesis tracker; radar range bin resolution; Biographies; Extraterrestrial measurements; Kinematics; Milling machines; Radar measurements; Radar signal processing; Radar tracking; Signal processing algorithms; Target tracking; Time measurement;
Conference_Titel :
Aerospace Conference, 2010 IEEE
Conference_Location :
Big Sky, MT
Print_ISBN :
978-1-4244-3887-7
Electronic_ISBN :
1095-323X
DOI :
10.1109/AERO.2010.5446683