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一种利用心脏定时信号处理异位搏动的有效方法。

An efficient method for handling ectopic beats using the heart timing signal.

作者信息

Solem Kristian, Laguna Pablo, Sörnmo Leif

机构信息

Signal Processing Group, Department of Electroscience, Lund University, Sweden.

出版信息

IEEE Trans Biomed Eng. 2006 Jan;53(1):13-20. doi: 10.1109/TBME.2005.859780.

Abstract

The problem of analyzing heart rate variability in the presence of ectopic beats is revisited. Based on the integral pulse frequency modulation model and the closely related heart timing signal, a new technique is introduced which corrects for the occasional presence of ectopic beats. The correction technique, which involves the occurrence times of a certain number of beats preceding the ectopic beat, is computationally very efficient. From actual heart rate data, the results show that the new technique is associated with a much lower computational complexity (flops reduced by a factor of about 3000) than the original heart timing technique, while producing similar performance. It is also shown that the power spectrum and related clinical indices obtained by the new technique are more accurately estimated than by other methods.

摘要

重新探讨了在存在异位搏动的情况下分析心率变异性的问题。基于积分脉冲频率调制模型和密切相关的心脏定时信号,引入了一种新技术,该技术可校正偶尔出现的异位搏动。校正技术涉及异位搏动之前一定数量搏动的发生时间,计算效率非常高。从实际心率数据来看,结果表明,与原始心脏定时技术相比,新技术的计算复杂度要低得多(浮点运算次数减少约3000倍),同时性能相似。还表明,新技术获得的功率谱和相关临床指标比其他方法估计得更准确。

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