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Method for leveling the signal-to-noise ratio in multichannel functional near-infrared spectroscopy

机译:多通道功能近红外光谱中信噪比的均衡方法

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The difference in signal-to-noise ratio (SNR) within functional near-infrared spectroscopic (fNIRS)-measurement channels makes it difficult to compare the significance of the signal amplitude in an individual channel against the baseline or against signals in other channels. The difference in SNR mainly originates from the difference in light loss due to the hair coverage or the optode-scalp contact. During the initial calibration of most commercial fNIRS equipment, the detected signals in different channels are differently amplified such that the system effectively utilizes a dynamic range for measurement. While different amplification rates among the channels realize almost equal signal intensities, they also differently amplify the detection noises. This results in different apparent noises in the fNIRS signals between channels. In order to level the SNRs in all the measurement channels, the system needs to equalize the light intensities received by the detectors instead of changing the signal amplification rates. To realize this novel procedure for leveling the SNR among the channels, we developed an fNIRS system equipped with an optical attenuator at each source and detector. A systematic procedure for modulating the attenuators to level SNR over all channels was mathematically formulated, and the procedure was examined using an optical phantom with a surface covered with air.
机译:功能性近红外光谱(fNIRS)-测量通道内的信噪比(SNR)的差异使比较单个通道中信号幅度与基线或其他通道中信号幅度的重要性变得很困难。 SNR的差异主要源于由于头发覆盖或光头皮接触所造成的光损耗差异。在大多数商用fNIRS设备的初始校准过程中,不同通道中检测到的信号会被不同地放大,以使系统有效地利用动态范围进行测量。尽管通道之间的不同放大率实现了几乎相等的信号强度,但它们也不同地放大了检测噪声。这在通道之间的fNIRS信号中导致不同的视在噪声。为了使所有测量通道中的SNR均等,系统需要均衡检测器接收到的光强度,而不是改变信号放大率。为了实现这一用于在通道之间均衡SNR的新颖程序,我们开发了fNIRS系统,在每个源和检测器处均配备了光衰减器。在数学上制定了将衰减器调制到所有通道上的SNR级别的系统程序,并使用表面覆盖有空气的光学体模检查了该程序。

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