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Inaccuracy of Estimates of Mean EEG Amplitude in Frequency Domains Based on Amplitude and Power Spectrum

机译:基于幅度和功率谱的频域平均EEG幅度估计的不准确性

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This work performs the metrological comparison of two groups of indicators estimating the average level of EEG-potentials. The indirect spectral indicators (ISI) based on amplitude spectrum and power spectrum are contrasted with natural indicators (NI) based on period-amplitude analysis, on EEG absolute value and on EEG envelope. Five major results were obtained: 1) NI give almost equivalent estimates that differ from ISI significantly; 2) NI demonstrate smooth dynamics of their value change at successive epochs whereas ISI are subject to drastic and casual fluctuations; 3) ISI unlike NI do not possess the additivity property of statistical averaging, their estimates depending on number and length of averaged epochs can differ over 3 times in their values; 4) ISI at simulated signals with a known amplitude ratio give estimates that differ 1.4-1.55 times from true value whereas NI show the proper estimates; 5) ISI depending on differences between EEG spectral distribution give estimates which differ over 5 times in their ratios while NI show the same ratios which differ 1.38-3.7 times from ISI. The least reliable results in all comparisons are related to the power spectrum. These conclusions do not allow to qualify metrologically ISI as an analytical tool that is adequate for the nature and peculiarities of EEG potentials. Their use may lead to incompatibility of the results obtained by different researchers and clinicians.
机译:这项工作进行了两组指标的计量学比较,以估算脑电势的平均水平。将基于幅度谱和功率谱的间接谱指标(ISI)与基于周期幅度分析,EEG绝对值和EEG包络的自然指标(NI)进行对比。获得了五项主要结果:1)NI给出了与ISI明显不同的几乎相等的估计; 2)NI在连续的时期内显示出其价值变化的平稳动态,而ISI则受到剧烈和偶然的波动的影响; 3)ISI与NI不同,它不具有统计平均的可加性,其根据平均时期的数量和长度的估计值可能相差3倍以上; 4)在具有已知振幅比的模拟信号上,ISI给出的估计值与真实值相差1.4-1.55倍,而NI显示出正确的估计值; 5)根据脑电图频谱分布之间的差异,ISI得出的比率估计值相差5倍以上,而NI显示的比率与ISI的差异为1.38-3.7倍。在所有比较中,最不可靠的结果与功率谱有关。这些结论不允许从计量学上将ISI视为适合脑电势性质和特征的分析工具。它们的使用可能导致不同研究人员和临床医生获得的结果不兼容。

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