Noise cancellation on mitral valve Doppler signal with IIR digital filter using harmony search algorithm

Bircan Kamislioglu, S. Kockanat, T. Koza, N. Karaboga
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引用次数: 1

Abstract

In this paper, a filter design approach which uses the harmony search algorithm for additive white Gaussian noise cancellation through an infinite impulse response digital filter, is described. In the digital filter design, a mitral valve Doppler signal and a 4th degree infinite impulse response digital filter were used. In order to improve the design, additive white Gaussian noise was added to the mitral valve Doppler signal at different values of signal to noise ratio which were selected as -4dB, +4dB, -2dB and +2dB. As a result, four different infinite impulse response digital filters were designed at different noise levels using the harmony search algorithm and their performances were compared with each other.
用和声搜索算法对二尖瓣多普勒信号进行IIR数字滤波降噪
本文介绍了一种利用和声搜索算法通过无限脉冲响应数字滤波器消除加性高斯白噪声的滤波器设计方法。在数字滤波器设计中,采用了二尖瓣多普勒信号和四次无限脉冲响应数字滤波器。为了改进设计,在信噪比为-4dB、+4dB、-2dB、+2dB的不同值下,对二尖瓣多普勒信号加入加性高斯白噪声。为此,利用和声搜索算法设计了4种不同噪声水平下的无限脉冲响应数字滤波器,并对其性能进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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