论文标题
新颖的低通滤波器，具有可调的参数〜指数型遗忘
Novel low-pass filter with adjustable parameters of~exponential-type forgetting
论文作者
论文摘要
在本文中，提出了一种新型的高斯滤波器，即Mittag-Leffler滤波器。该新过滤器在概率密度函数中使用Mittag-Leffler函数。这种Mittag-Leffler分布用于滤波器的卷积内核。该过滤器具有三个参数，可以由于滤镜遗忘因子而调整曲线形状。与经典的高斯滤波技术相比，说明性示例显示了所提出的过滤器的主要优势。还提供了一些实施说明以及MATLAB功能。
In this paper, a novel form of Gaussian filter, the Mittag-Leffler filter, is presented. This new filter uses a Mittag-Leffler function in the probability density function. Such Mittag-Leffler distribution is used in the convolution kernel of the filter. The filter has three parameters that may adjust the curve shape due to the filter forgetting factor. Illustrative examples present the main advantages of the proposed filter as compared to classical Gaussian filtering techniques. Some implementation notes, together with the Matlab function, are also presented.
