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The effect of missing RR-interval data on heart rate variability analysis in the frequency domain
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Ko Keun | - |
dc.contributor.author | Kim, Jung Soo | - |
dc.contributor.author | Lim, Yong Gyu | - |
dc.contributor.author | Park, Kwang Suk | - |
dc.date.accessioned | 2012-06-29T01:43:57Z | - |
dc.date.available | 2012-06-29T01:43:57Z | - |
dc.date.issued | 2009-10 | - |
dc.identifier.citation | PHYSIOLOGICAL MEASUREMENT; Vol.30 10; 1039-1050 | ko_KR |
dc.identifier.issn | 0967-3334 | - |
dc.identifier.uri | https://hdl.handle.net/10371/77870 | - |
dc.description.abstract | In this study, optimal methods for re-sampling and spectral estimation in frequency-domain heart rate variability (HRV) analysis were investigated through a simulation using artificial RR-interval data. Nearest-neighbour, linear, cubic spline and piecewise cubic Hermite interpolation methods were considered for re-sampling and representative non-parametric, parametric, and uneven approaches were used for spectral estimation. Based on this result, the effects of missing RR-interval data on frequency-domain HRV analysis were observed through the simulation of missing data using real RR-interval tachograms. For this simulation, data including the simulated artefact section (0-100 s) were used; these data were selected randomly from the real RR data obtained from the MIT-BIH normal sinus rhythm RR-interval database. In all, 7182 tachograms of 5 min durations were used for this analysis. The analysis for certain missing data durations is performed by 100 Monte Carlo runs. TF, VLF, LF and HF were estimated as the frequency-domain parameters in each run, and the normalized errors between the data with and without the missing data duration for these parameters were calculated. Rules obtained from the results of these simulations were evaluated with real missing RR-interval data derived from a capacitive-coupled ECG during sleep. | ko_KR |
dc.description.sponsorship | This research was supported by the MKE (Ministry of Knowledge Economy), Korea, under
the ITRC (Information Technology Research Centre) support programme supervised by the IITA (Institute of Information Technology Advancement) (IITA-2009-(C1090-0902-0002)) and a grant from the Advanced Biometric Research Centre (ABRC). | ko_KR |
dc.language.iso | en | ko_KR |
dc.publisher | IOP PUBLISHING LTD | ko_KR |
dc.subject | heart rate variability (HRV) | ko_KR |
dc.subject | missing data | ko_KR |
dc.subject | ubiquitous healthcare | ko_KR |
dc.subject | frequency domain | ko_KR |
dc.title | The effect of missing RR-interval data on heart rate variability analysis in the frequency domain | ko_KR |
dc.type | Article | ko_KR |
dc.contributor.AlternativeAuthor | 김고근 | - |
dc.contributor.AlternativeAuthor | 김정수 | - |
dc.contributor.AlternativeAuthor | 임용규 | - |
dc.contributor.AlternativeAuthor | 박광석 | - |
dc.identifier.doi | 10.1088/0967-3334/30/10/005 | - |
dc.citation.journaltitle | PHYSIOLOGICAL MEASUREMENT | - |
dc.description.citedreference | Kim KK, 2007, PHYSIOL MEAS, V28, P1485, DOI 10.1088/0967-3334/28/12/003 | - |
dc.description.citedreference | Lim YG, 2007, IEEE T BIO-MED ENG, V54, P718, DOI 10.1109/TBME.2006.889194 | - |
dc.description.citedreference | Pichon A, 2006, J ELECTROCARDIOL, V39, P31, DOI 10.1016/j.jelectrocard.2005.08.001 | - |
dc.description.citedreference | Clifford GD, 2005, IEEE T BIO-MED ENG, V52, P630, DOI 10.1109/TBME.2005.844028 | - |
dc.description.citedreference | McSharry PE, 2003, IEEE T BIO-MED ENG, V50, P289, DOI 10.1109/TBME.2003.808805 | - |
dc.description.citedreference | Boardman A, 2002, PHYSIOL MEAS, V23, P325, DOI 10.1088/0967-3334/23/2/308 | - |
dc.description.citedreference | Limpert E, 2001, BIOSCIENCE, V51, P341 | - |
dc.description.citedreference | Laguna P, 1998, IEEE T BIO-MED ENG, V45, P698, DOI 10.1109/10.678605 | - |
dc.description.citedreference | TAMURA T, 1997, BIOMED INSTRUM TECHN, V31, P391 | - |
dc.description.citedreference | Camm AJ, 1996, EUR HEART J, V17, P354 | - |
dc.description.citedreference | PERCIVAL DB, 1993, SPECTRAL ANAL PHYS A | - |
dc.description.citedreference | ZIEGLER D, 1992, DIABETIC MED, V9, P166 | - |
dc.description.citedreference | MARPLE SL, 1987, DIGITAL SPECTRAL ANA, P206 | - |
dc.description.citedreference | SCARGLE JD, 1982, ASTROPHYS J, V263, P835 | - |
dc.description.citedreference | LOMB NR, 1976, ASTROPHYS SPACE SCI, V39, P447 | - |
dc.description.citedreference | WELCH PD, 1967, IEEE T ACOUST SPEECH, VAU15, P70 | - |
dc.description.citedreference | AITCHISON J, 1957, LOG NORMAL DISTRIBUT | - |
dc.description.tc | 6 | - |
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