Referenced Items are not available for this document.
We investigate the application of EM algorithm to the classical problem of multiple target tracking (MTT) for a known number of targets. Conventional algorithms, have a computational complexity that depends exponentially on the targets' number, and usually divide the problem into a localization stage and a tracking stage. The new algorithms achieve a linear dependency, and integrate those hire stages. Three major optimization criteria are proposed, using deterministic and stochastic dynamic models for the targets
Published in:
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
(Volume:3
)
Date of Conference: 9-12 May 1995
- Page(s):
- 2068 - 2071 vol.3
- Meeting Date :
- 09 May 1995-12 May 1995
- ISSN :
- 1520-6149
- Print ISBN:
- 0-7803-2431-5
- INSPEC Accession Number:
- 5137632
- Conference Location :
- Detroit, MI
- Digital Object Identifier :
- 10.1109/ICASSP.1995.478481
- Product Type:
- Conference Publications
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