文件名称:153_PMHT_Problems_and_Somesolutions

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  • 2012-11-26
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PMHT是一个优秀的跟踪算法,具有灵活性和易修正的特点。-The probabilistic multihypothesis tracker (PMHT) is a

target tracking algorithm of considerable theoretical elegance.

In practice, its performance turns out to be at best similar

to that of the probabilistic data association filter (PDAF)

and since the implementation of the PDAF is less intense

numerically the PMHT has been having a hard time finding

acceptance. The PMHT’s problems of nonadaptivity, narcissism,

and over-hospitality to clutter are elicited in this work. The

PMHT’s main selling-point is its flexible and easily modifiable

model, which we use to develop the “homothetic” PMHT

maneuver-based PMHTs, including those with separate and

joint homothetic measurement models a modified PMHT whose

measurement/target association model is more similar to that

of the PDAF and PMHTs with eccentric and/or estimated

measurement models.
相关搜索: PMHT
DATA
ASSOCIATION
AND
TRACKING

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153_PMHT_Problems_and_Somesolutions.pdf

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