TY - JOUR
T1 - The Segmented Dynamic Time Warping Algorithm for Beat-to-Beat Heart Rate Estimation based on Ballistocardiogram Signals
JO - Journal of Fiber Bioengineering and Informatics
VL - 4
SP - 415
EP - 425
PY - 2013
DA - 2013/06
SN - 6
DO - http://doi.org/10.3993/jfbi12201306
UR - https://global-sci.org/intro/article_detail/jfbi/4852.html
KW - Ballistocardiogram
KW - Electrocardiogram
KW - Dynamic Time Warping
KW - Beat-to-beat Heart Rate
AB - In order to improve the accuracy and speed of beat-to-beat heart rate estimation, a Segmented Dynamic
Time Warping (SDTW) algorithm based on Ballistocardiogram (BCG) signal was presented. The
beat-to-beat heart rate obtained through this algorithm was evaluated using 20 healthy subjects with
synchronized lead I ECG as standard. The mean bias between JJ and RR interval was 0.2 ms and the
confidence interval of 95% was ± 19 ms. It indicates that the obtained beat-to-beat intervals are in better
agreement with that of ECG. The mean relative error and matching time for heart rate estimation with
the algorithm were 1.37% and 0.77 s, respectively. The results were superior to that of the traditional
template matching algorithms. It establishes the foundation for heart disease monitoring based on BCG
signal.