• The sequential importance re-sampling particle filter can abate the influence of particle degeneracy but will easily lead to another problem-sample impoverishment.

    采样粒子滤波缓解粒子退化导致样本贫化;扩展粒子滤波也可在一定程度上解决退化问题,但难以跟踪突变状态。

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  • Degeneracy phenomenon is a main disadvantage to particle filter application, common re-sampling methods can resolve degeneracy phenomenon, but the sample impoverishment is deduced.

    退化现象应用粒子滤波算法的一个主要障碍,常规的再采样方法虽然解决退化问题,但容易产生粒子耗尽现象。

    youdao

  • Degeneracy phenomenon is a main disadvantage to particle filter application, common re-sampling methods can resolve degeneracy phenomenon, but the sample impoverishment is deduced.

    退化现象应用粒子滤波算法的一个主要障碍,常规的再采样方法虽然解决退化问题,但容易产生粒子耗尽现象。

    youdao

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