Highly accurate demodulation method of an IPFM model with an absolute refractory period

Y. Noguchi, T. Hamada, T. Kawamura, F. Matsumoto, S. Sugimoto
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引用次数: 1

Abstract

An integral pulse frequency modulation (IPFM) model is a pulse generation mechanism model for the nervous systems and is one of the models which connects heart rate variability to autonomic nervous system activity. There is a refractory period just after a heart beat impulse occurs, in which no heart beat impulses occur at any rate. The IPFM model does not take the refractory period into account. It would be good to consider the refractory periods in order to make the IPFM model realistic. In this paper, we are examining the effects of the absolute refractory period on the spectral distortion properties and the demodulation accuracy. Spurious components, (which are caused by mutual interference among the frequency components), decreased as the absolute refractory period increased, while the side-band distortion around the input frequency components increased. The direct FFT method impairs demodulation accuracy as the absolute refractory period increases. Even the integral function (IF) method without taking the absolute refractory period into account can reduce the distortion that is peculiar to the absolute refractory period. Moreover, the IF method which took the absolute refractory period into account has higher demodulation accuracy in spite of the absolute refractory period.
绝对不应期IPFM模型的高精度解调方法
积分脉冲频率调制(IPFM)模型是神经系统的脉冲产生机制模型,是将心率变异性与自主神经系统活动联系起来的模型之一。心跳冲动发生后有一段不应期,在这段时间内,无论如何都不会出现心跳冲动。IPFM模型没有考虑不应期。为了使IPFM模型更切合实际,最好考虑不应期。在本文中,我们研究了绝对不应期对频谱失真特性和解调精度的影响。杂散分量(由频率分量之间的相互干扰引起)随着绝对不应期的增加而减少,而输入频率分量周围的边带失真则增加。直接FFT方法会随着绝对不应期的增加而降低解调精度。即使不考虑绝对不应期的积分函数法也能减小绝对不应期所特有的畸变。此外,考虑绝对不应期的中频方法在存在绝对不应期的情况下具有较高的解调精度。
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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