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A moving average based filtering system with its application to real-time QRS detection

机译:基于移动平均的滤波系统及其在实时QRS检测中的应用

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摘要

This paper presents a novel real-time QRS detection algorithm designed based on a simple moving average filter. The proposed algorithm demands no redundant preprocessing step, thus allowing a simple architecture for its implementation as well as low computational cost. Algorithm performance was validated against a subset of the MIT-BIH arrhythmia database. Consequently, numerical results showed that the proposed algorithm correctly detected over 99.5% of the QRS complexes from the standard ECG database, implying it may be considered as a simple and reliable candidate of QRS detection algorithms.
机译:本文提出了一种基于简单移动平均滤波器的实时QRS检测算法。所提出的算法不需要多余的预处理步骤,因此实现了一种简单的体系结构并实现了较低的计算成本。针对MIT-BIH心律失常数据库的子集验证了算法性能。因此,数值结果表明,该算法可从标准ECG数据库中正确检测出99.5%的QRS络合物,这表明它可被视为QRS检测算法的一种简单可靠的候选方法。

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