학술논문

Identification of anaerobic threshold during dynamic exercise in healthy men using kolmogorov-sinai entropy
Document Type
Conference
Source
Computers in Cardiology, 2005. :731-734 2005
Subject
Bioengineering
Computing and Processing
Signal Processing and Analysis
Entropy
Heart rate variability
Cardiology
Costs
Time measurement
Statistical analysis
Biomedical signal processing
Biological systems
Biological system modeling
Energy measurement
Language
ISSN
0276-6574
2325-8853
Abstract
During dynamic physical exercise there is a changing point in physiological state called Anaerobic Threshold (AT). Some respiratory and cardiovascular variables, including heart rate variability (HRV), experiment substantial changes at this point. In this work we measure the AT using Kolmogorov-Sinai Entropy applied to HRV time series. This procedure has two major advantage: a) it is non-invasive and b) it requests low cost equipments. The study also includes the comparison of AT values obtained by the mentioned method with another one obtained through a statistical analysis using the Auto Regressive Integrated Moving Average model