AR versus ARX Modeling of Heart Rate Sequences Recorded during Stress-Tests
| Authors | |
|---|---|
| Year of publication | 2013 |
| Type | Article in Proceedings |
| Conference | IFMBE Proceedings XIII Mediterranean conference on Medical and Biological Engineering and Computing 2013 |
| MU Faculty or unit | |
| Citation | HOLČÍK, Jiří, Terézia HODÁSOVÁ, Petr JAHN, Pavlína MELKOVÁ and Jaroslav HANÁK. AR versus ARX Modeling of Heart Rate Sequences Recorded during Stress-Tests. In Laura M.Roa Romero. IFMBE Proceedings XIII Mediterranean conference on Medical and Biological Engineering and Computing 2013. Heidelberg: Springer, 2013, p. 996-999. ISBN 978-3-319-00845-5. Available from: https://dx.doi.org/. |
| Doi | http://dx.doi.org/ |
| Field | Medical equipment |
| Keywords | heart rate variability AR model ARX model, stress test |
| Description | This paper presents some ideas about comparison of two fundamental linear approaches (AR and ARX models) for modeling RR interval series and its variability recorded in horses during stress-testing. Their theoretical background is discussed in brief and results of some computational experi-ments are given and analyzed, as well. In particular, problems of stationarity, determination of the response to changes of load, estimation of model order are examined here. |
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