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Probabilistic data association filter
Known as:
PDAF
The probabilistic data association filter (PDAF) is a statistical approach to the problem of plot association in a radar tracker, in which all of the…
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2 relations
Joint Probabilistic Data Association Filter
Radar tracker
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2013
2013
Smoothed probabilistic data association filter
Abu Sajana Rahmathullah
,
L. Svensson
,
Daniel Svensson
,
P. Willett
Proceedings of the 16th International Conference…
2013
Corpus ID: 15544441
This paper presents the Smoothed Probabilistic Data Association Filter (SmPDAF) that attempts to improve the Gaussian…
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2011
2011
Histogram PMHT with target extent estimates based on random matrices
Monika Wieneke
,
S. Davey
Fusion
2011
Corpus ID: 1724588
Conventional tracking approaches are based on the assumption that the targets to be tracked are point targets and that the…
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2008
2008
Multiple Body Part Tracking Using a Probabilistic Data Association Filter
H. Bhaskar
,
L. Mihaylova
,
S. Maskell
2008
Corpus ID: 14771212
This paper presents a framework for multiple body part tracking based on a probabilistic data association (DA) filter. The body…
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2005
2005
A New Probabilistic Data Association Filter
Ji Cheng-xin
2005
Corpus ID: 123570622
Tracking a single target in a cluttered environment, a new probabilistic data association filter (PDAF) is brought forward, which…
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2002
2002
Tracking dim moving point target using modified probabilistic data association filter
H. Askar
,
Ying Chen
,
Zaiming Li
IEEE International Conference on Communications…
2002
Corpus ID: 63802844
For tracking dim moving point target in IR image sequences, a recursive algorithm based on the basic idea of a probabilistic data…
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2000
2000
The probabilistic data association filter with multiple nonuniform clutter regions
S. Colegrove
,
S. Davey
Record of the IEEE International Radar…
2000
Corpus ID: 86130135
The N/sup 3/VPDAF extension of the PDAF to include a clutter model with multiple regions having different nonuniform…
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1999
1999
2M-PDAF: an integrated two-model probabilistic data association filter
X. Li
,
Chen He
Optics & Photonics
1999
Corpus ID: 109490680
The well-known probabilistic data association (PDA) filter handles the uncertainty in measurement origins inherent in tracking-in…
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1998
1998
Alternatives to Monte-Carlo simulation evaluations of two multisensor fusion algorithms
Christian W Frei
,
L. Pao
at - Automatisierungstechnik
1998
Corpus ID: 9480867
1989
1989
Stability and convergence of probabilistic data association filters
S. Prosperi
IEEE International Conference on Acoustics…
1989
Corpus ID: 119958227
The author considers the recursive optimal probabilistic filter (PDAF), finds a new expression for its covariance, and analyzes…
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Highly Cited
1984
Highly Cited
1984
Bayesian adaptive filter for tracking with measurements of uncertain origin
M. Gauvrit
at - Automatisierungstechnik
1984
Corpus ID: 20084986
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