DocumentCode :
583701
Title :
Sequential measurement processing for tracking with an FMCW radar network
Author :
Kim, Dae-Bong ; Hong, Sun-Mog
Author_Institution :
Samsung Techwin Co., Changwon, South Korea
fYear :
2012
fDate :
17-21 Oct. 2012
Firstpage :
508
Lastpage :
510
Abstract :
In this note, we briefly describe a track management solution to a multi-target tracking problem for an FMCW radar network. A sequence of beat frequency measurements obtained from collocated FMCW radars are used directly to initiate new tracks and update established tracks. The track initiations and updates are performed sequentially with beat frequency measurements on a chirp by chirp basis. This direct and sequential processing eliminates range/range-rate calculations and a multilateration processing. It also decomposes the measurement-to-track association problem into a series of two-dimensional assignment problems that can be solved with much less computational effort. Monte Carlo simulations were performed to evaluate the track management solution.
Keywords :
CW radar; FM radar; Monte Carlo methods; frequency measurement; radar tracking; target tracking; FMCW radar network; Monte Carlo simulations; beat frequency measurements; chirp basis; collocated FMCW radars; direct processing; measurement-to-track association problem; multilateration processing; multitarget tracking problem; range/range-rate calculations; sequential measurement processing; sequential processing; track management solution; two-dimensional assignment problems; Chirp; Clutter; Frequency measurement; Radar measurements; Radar tracking; Target tracking; Data association; FMCW radar networks; Track management;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Automation and Systems (ICCAS), 2012 12th International Conference on
Conference_Location :
JeJu Island
Print_ISBN :
978-1-4673-2247-8
Type :
conf
Filename :
6393497
Link To Document :
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