文件名称:r214
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多假设跟踪算法(MHT)是一种在数据关联发生冲突时,形成多种假设以延迟做决定的逻辑。与PDA合并多种假设的做法不同,MHT算法把多个假设继续传递,让后续的观测数据解决这种不确定性。举个例子,PDA对所有假设以对应的概率进行加权平均,然后再对航迹进行更新。因此,如果有10个假设,PDA会将这10个假设有效的合并只留下一个假设。而另一方面,MHT却是保持这10个假设的子集并延迟决定,这样可以利用之后的观测数据解决当前扫描帧的不确定性问题。 -Multiple Hypothesis Tracking (MHT) is a kind of data association in the event of a conflict, the formation of a variety of assumptions in order to delay a decision logic. PDA combined with the practice of a variety of different assumptions, MHT algorithm is to pass on to a number of assumptions, so that follow-up observations to resolve this uncertainty. For example, PDA for all assumptions to the corresponding probability-weighted average, and then update the right track. Therefore, if there are 10 assumptions, PDA will be assumed that an effective merger of 10, leaving only a hypothesis. On the other hand, MHT was to keep this a subset of 10 hypothetical and delay the decision, so that after the observational data can be used to resolve the current scan fr a me uncertainties.
相关搜索: MHT
DATA
ASSOCIATION
AND
TRACKING
multiple
hypothesis
tracking
航迹
r214
tracking
and
data
association
PDA
MHT
algorithm
multiple
tracking
数据关联
DATA
ASSOCIATION
AND
TRACKING
multiple
hypothesis
tracking
航迹
r214
tracking
and
data
association
PDA
MHT
algorithm
multiple
tracking
数据关联
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r214.pdf