基于小波的皮肤温度和血流振荡的相关性。

Sergey Podtaev, Matvey Morozov, Peter Frick
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引用次数: 68

摘要

基于小波变换的相关分析被用于研究血管舒缩平滑肌张力振荡引起的血流周期性变化所引起的皮肤温度波动。我们考虑了两种情况,一种是激光多普勒血流仪同时进行温度测量和血流记录,另一种是同时测量两个温度信号。12名健康受试者参加了我们的研究。采用间隙小波技术抑制边界效应引起的伪影。同时记录皮肤温度波动和激光多普勒流量计的信号,其相关系数基本上超过了肌源性(0.05-0.14 Hz)、神经源性(0.02-0.05 Hz)和内皮性(0.0095-0.02 Hz)调节机制三个光谱范围内噪声信号的相关系数。在0.14 ~ 2hz的频率范围内,相关函数的值与噪声相关值是一致的。对于两个同时测量的温度信号,得到了相同的结果。由于蒙皮具有低频滤波器的特性,温度波动的幅度和与频率的相关性水平会降低。随着温度波动的传播,其振幅随频率呈指数函数衰减。因此,不能将反映心跳和呼吸影响的光谱范围内的小振荡与外部热噪声区分开来。
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Wavelet-based correlations of skin temperature and blood flow oscillations.

The wavelet transform-based correlation analysis has been used to study skin temperature fluctuations caused by periodic changes in blood flow resulting from oscillations in vasomotor smooth muscle tone. We considered two cases, one in which temperature measurements and blood flow recordings by laser Doppler flowmetry are made simultaneously and another in which two temperature signals are measured concurrently. Twelve healthy subjects participated in our study. The gapped wavelet technique was used to suppress artifacts caused by boundary effects. Simultaneous recordings of skin temperature fluctuations and the signal of the laser Doppler flowmeter provided correlation coefficients essentially exceeding the values obtained for noise signals within three spectral ranges corresponding to myogenic (0.05-0.14 Hz), neurogenic (0.02-0.05 Hz), and endothelial (0.0095-0.02 Hz) regulation mechanisms. Within the frequency range from 0.14 to 2 Hz the values of the correlation function are compatible with the values of noise correlations. The same results were obtained for two concurrently measured temperature signals. Reduction in the amplitude of temperature fluctuations and in the level of correlations with the frequency arises because the skin has the properties of a low-frequency filter. As temperature fluctuations propagate their amplitude decays as an exponential function of frequency. Hence small oscillations in the spectral range reflecting the influence of heartbeat and respiration cannot be distinguished from external thermal noise.

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