SICE Annual Conference Program and Abstracts
SICE Annual Conference 2002
会議情報

An Analysis on Model Mismatch Problem of Multiple Maneuver Model Estimator
Tetsuya KawaseMasayoshi ItoYoshio Kosuge
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会議録・要旨集 フリー

p. 39

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抄録
We evaluate the Multiple Maneuver Model (M3) estimator in the short and long range radar and show the problem of the oscillation on mode probabilities. The overlapping coefficient is also proposed as an indicator to analyze the oscillation problem. The results of a Monte-Carlo simulation show that the quality of mode probabilities degrades when the proposed overlapping coefficient falls below the certain value. These results also indicate the overlapping coefficient is available for detecting the model mismatch. In other words, the model mismatch problem could be avoided in advance by monitoring the overlapping coefficient and setting appropriate parameters.
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© 2002 SICE
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