Title :
A Biologically Motivated Phase-Offset to the Piecewise-Linear Model of Instantaneous Heart-Rate Interpolation
Author :
Potter, M. ; Kinsner, W.
Author_Institution :
Dept. of Electr. & Comput. Eng., Manitoba Univ., Winnipeg, Man.
Abstract :
This paper formalizes the general theory of instantaneous heart-rate (IHR) interpolation from electrocardiogram RR-intervals. This paper also introduces a novel extension to the current basic piecewise-linear interpolation method which allows the discontinuity of the IHR interpolation to be offset from the R-wave. Thus an entire heart cycle can be modelled with a constant IHR. This phase-offset piecewise-linear IHR interpolation model is derived from the general theory of IHR interpolation and results are demonstrated on some true recorded RR-sequences. Recursive and batch matrix forms are derived. Stable solutions can be found for any offset not equal to n radians, though the IHR calculated with a nonzero offset has a significant change to the HRV statistics. Applications of this method to the synthesis of ECG with natural heart-rate variability are also discussed
Keywords :
electrocardiography; interpolation; medical signal processing; ECG; R-wave; RR-sequences; batch matrix form; biologically motivated phase-offset; electrocardiogram RR-intervals; heart cycle; heart-rate variability; instantaneous heart-rate interpolation; piecewise-linear interpolation; piecewise-linear model; recursive matrix form; Biological system modeling; Biomedical measurements; Cognitive informatics; Electrocardiography; Heart rate variability; Interpolation; Piecewise linear techniques; Signal processing; Time measurement; Timing; ECG; HRV; IHR; RR-interval; electrocardiogram; heart-rate variability; instantaneous heart-rate;
Conference_Titel :
Cognitive Informatics, 2006. ICCI 2006. 5th IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
1-4244-0475-4
DOI :
10.1109/COGINF.2006.365700