Inan Omer T, Etemadi Mozziyar, Wiard Richard M, Kovacs Gregory T A, Giovangrandi Laurent
Department of Electrical Engineering, Stanford University, Stanford, CA 94305, USA.
Annu Int Conf IEEE Eng Med Biol Soc. 2009;2009:5344-47. doi: 10.1109/IEMBS.2009.5333709.
The ballistocardiogram (BCG) signal represents the movements of the body in response to cardiac ejection of blood. Recently, many groups have developed low-cost instrumentation for facilitating BCG measurement in the home. The standard method used in the literature for estimating the BCG pulse response has generally been ensemble averaging over several beats. Unfortunately, since the BCG pulse response is likely longer than a typical heartbeat interval, this standard approach does not yield a full-length estimate of the response. This paper describes a simple, novel algorithm for estimating the full-length BCG pulse response using the R-wave timing of a simultaneously acquired electrocardiogram (ECG). With this pulse response, the full signal can be reconstructed, enabling the analysis of slow transient effects in the BCG signal, and of the measurement noise. Additionally, while this paper focuses only on the BCG signal, the same algorithm could be applied to other biomedical signals such as the phonocardiogram or impedance cardiogram, particularly when the heartbeat interval is shorter than the duration of the pulse response.
心冲击图(BCG)信号代表身体对心脏射血的响应运动。最近,许多团队开发了低成本仪器,以便于在家中进行BCG测量。文献中用于估计BCG脉冲响应的标准方法通常是对多个心跳进行总体平均。不幸的是,由于BCG脉冲响应可能比典型的心跳间隔更长,这种标准方法无法得出响应的全长估计值。本文描述了一种简单新颖的算法,该算法利用同时采集的心电图(ECG)的R波定时来估计全长BCG脉冲响应。利用此脉冲响应,可以重建完整信号,从而能够分析BCG信号中的缓慢瞬态效应以及测量噪声。此外,虽然本文仅关注BCG信号,但相同的算法也可应用于其他生物医学信号,如心音图或阻抗心动图,特别是当心跳间隔短于脉冲响应持续时间时。