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OALib Journal期刊
ISSN: 2333-9721
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Adaptive Generalized Recursive Least p-Norm Filtering Algorithm Based on Minimum Dispersion Criterion
基于滑动窗与韧性函数的递归最小p范数滤波方法

Keywords: 信号处理,α稳定分布,分数低阶统计量,最小p范数

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Abstract:

Alpha stable distribution, a generalization of Gaussian, Gaussian distribution in signal processing. This class of process has and finite second order moments. In this paper, a new adaptive no close form of probability density function generalized recursive least p-norm filtering algorithm is proposed based on SaSG noise model. The simulation experiments show that the proposed new algorithm is more robust than the conventional algorithm.

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