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EXTREMUM ENERGY DECOMPOSITION-BASED ELECTROCARDIOGRAM SIGNAL ANALYSIS METHOD

机译:极值能量分解基心电图信号分析方法

摘要

An extremum energy decomposition-based electrocardiogram signal analysis method, comprising: acquiring an ECG signal x(t) in an unknown state at a given time and at a given sampling frequency; performing de-noising preprocessing on the ECG signal x(t); taking the de-noised ECG signal x(t) as an original signal, decomposing the original signal x(t) into n extremum mode function components and a margin, the n extremum mode function components, obtained by decomposing the original signal x(t), representing components of different frequency bands of the original signal; and determining, according to the n extremum mode function components, whether the ECG signal is an abnormal electrocardiogram signal. The ECG signal is analyzed by means of extremum energy decomposition, the original signal is decomposed into a plurality of components, i.e. extremum component functions, and the energy of each component is calculated to obtain the energy distribution thereof.
机译:基于极值能量分解的心电图信号分析方法,包括:在给定时间和给定的采样频率下在未知状态下获取ECG信号x(t);在ECG信号X(T)上执行去噪预处理;将去噪的ECG信号x(t)作为原始信号,通过分解原始信号x(T)来分解原始信号x(t)到n个极值模式功能组件和边距,n极值模式功能组件。(t ),表示原始信号的不同频带的组件;并确定根据N个极值模式功能组件,ECG信号是异常心电图信号。通过极值能量分解分析ECG信号,原始信号被分解成多个部件,即极值分量函数,并且计算每个部件的能量以获得其能量分布。

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