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A New Concept of Filters for Biomedical Data Processing Needs

机译:针对生物医学数据处理需求的过滤器的新概念

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This paper presents a new class of filters that can meet biomedical signal processing needs. The paper is written in a technical note style, therefore, the proposed filters are not discussed with respect to a specific problem appearing in processing of a particular biosignal. The class of filters presented in this note should be treated as a new effective tool which can be applied to many cases of biomedical signals, especially when the processing time is very important. Nevertheless, a simple example of biomedical signal filtering is presented. This paper presents a new concept of continuous-time Butterworth filters whose parameters are varied in time. Thanks to the variation of the filter parameters, the time-varying filter response is considerably faster in comparison with the traditional time-invariant filters. Therefore, we can measure and register a lot of details in the initial stage of signal duration, which is not possible in the case of traditional time-invariant filters due to their long-lasting transients. Results verifying the effectiveness of the proposed filters are presented and compared to the traditional time-invariant filter structures.
机译:本文提出了可以满足生物医学信号处理需求的新型滤波器。本文以技术说明的形式撰写,因此,并未针对在处理特定生物信号时出现的特定问题讨论建议的过滤器。本说明中介绍的滤波器类别应被视为一种新的有效工具,可以应用于许多生物医学信号情况,尤其是在处理时间非常重要的情况下。然而,提出了生物医学信号过滤的简单例子。本文提出了一种连续时间巴特沃思滤波器的新概念,其参数随时间变化。由于滤波器参数的变化,与传统的时不变滤波器相比,时变滤波器的响应要快得多。因此,我们可以在信号持续时间的初始阶段测量和记录很多细节,这对于传统的时不变滤波器而言,由于其瞬态持续时间长,因此是不可能的。提出了验证所提出的滤波器的有效性的结果,并将其与传统的时不变滤波器结构进行了比较。

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