DocumentCode :
2318918
Title :
Time series calculation of heart rate using multi rate FIR filters
Author :
Risk, MR ; Slezak, DF ; Turjanski, P. ; Panelli, A. ; Taborda, Ram ; Marshall, G.
Author_Institution :
Comput. Sci. Dept., Univ. of Buenos Aires, Buenos Aires
fYear :
2007
fDate :
Sept. 30 2007-Oct. 3 2007
Firstpage :
541
Lastpage :
544
Abstract :
The spectral analysis of heart rate variability, based on the Fourier transform, needs even sampled data. The objectives of this study were to develop an interpolation method based on multi rate FIR filters, and then to implement this method for parallel processing machines. A total of three data sets were used: a) simulated heart rate with an IPFM model, b) autonomic blockage database (both pharmacological and postural), and c) long term Holter studies (recordings of 24 hours). Spectral analysis, for the three data sets, was processed for both interpolation using FIR filters and cubic splines, the results for Bland and Altman analysis for low frequency band, showed a difference of -47plusmn131 ms2; then for the high frequency band, the difference was 3plusmn48 ms2. The presented method of time series calculation, using FIR filters, probed to be equivalent for both simulated and real data, and is suitable for parallel programming implementation.
Keywords :
FIR filters; Fourier transforms; cardiology; medical signal processing; parallel processing; spectral analysis; time series; Bland and Altman analysis; Fourier transform; IPFM model; autonomic blockage database; heart rate variability; multirate FIR; parallel processing machine; spectral analysis; Databases; Finite impulse response filter; Fourier transforms; Frequency; Heart rate; Heart rate variability; Interpolation; Parallel processing; Parallel programming; Spectral analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computers in Cardiology, 2007
Conference_Location :
Durham, NC
ISSN :
0276-6547
Print_ISBN :
978-1-4244-2533-4
Electronic_ISBN :
0276-6547
Type :
conf
DOI :
10.1109/CIC.2007.4745542
Filename :
4745542
Link To Document :
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