Symbolic Analysis of Heart-Rate Variability during Training and Competition in Short Distance Running

被引:0
|
作者
Romagnoli, Sofia [1 ]
Sbrollini, Agnese [1 ]
Morettini, Micaela [1 ]
Burattini, Laura [1 ]
机构
[1] Univ Politecn Marche, Ancona, Italy
关键词
heart rate; heart-rate variability; symbolic analysis; sport; athlete;
D O I
10.1109/CBMS58004.2023.00283
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
During physical exercise, the assessment of cardiac autonomic regulation through the analysis of heart-rate variability is difficult due to non-stationarity of RR intervals. The short duration of stationary epoch of RR-interval series makes not possible the computation of classical time- and frequency-domain parameters. Symbolic analysis can deal with short epoch of RR interval; thus, this study aims to apply symbolic analysis to analyze heart-rate variability of short distance runners during training and competition. Data consists of RR-intervals extracted from 30s-long electrocardiograms acquired by KardiaMobile of Alivecor in 8 short-distance runners (1/7 NFU, 17[16;20] years) during training and competition. Symbolic analysis classifies a reduced number (in this study, three) of consecutive RR intervals in four patterns according to the sign and number of variations: no variation (OV); one variation (1V); two like variations (2LV); two unlike variations (2UV). An increase in low amount of variations (OV or 1V patterns) is usually linked with increased sympathetic control and vagal withdrawal, while an increase in high amount of variations (2LV and 2UV patterns) is usually linked with sympathetic withdrawal and increased vagal control. In our results, pattern 0V/2LV increases/decreases from rest to post exercise and decreases/increases during recovery, in both training and competition. Thus, our results confirm the opposite trends between low and high variations of symbolic patterns. In conclusion, symbolic analysis seems to be an efficient tool to characterize heart-rate variability during physical exercise at different level of psychophysical stress.
引用
收藏
页码:585 / 588
页数:4
相关论文
共 50 条
  • [1] Heart rate during training and competition for long-distance running
    Lambert, MI
    Mbambo, ZH
    Gibson, AS
    JOURNAL OF SPORTS SCIENCES, 1998, 16 : S85 - S90
  • [2] Heart-rate deflection point and the second heart-rate variability threshold during running exercise in trained boys
    Buchheit, Martin
    Solano, Roberto
    Millet, Gregoire Paul
    PEDIATRIC EXERCISE SCIENCE, 2007, 19 (02) : 192 - 204
  • [3] ANALYSIS OF HEART-RATE VARIABILITY
    SAYERS, BM
    ERGONOMICS, 1973, 16 (01) : 17 - 32
  • [4] Analysis of Heart-Rate Variability
    Schega, L.
    Hamacher, D.
    Boeckelmann, I
    Huckauf, A.
    Mecke, R.
    Grubert, J.
    Tuemler, J.
    DEUTSCHE ZEITSCHRIFT FUR SPORTMEDIZIN, 2010, 61 (12): : 305 - 309
  • [5] HEART-RATE VARIABILITY DURING HYPOGLYCEMIA
    MALPAS, SC
    MALING, TJB
    DIABETIC MEDICINE, 1989, 6 (09) : 822 - 823
  • [6] Effects of marathon training on heart rate variability during submaximal running: a comparison of analysis techniques
    Lundstrom, Christopher J. J.
    Biltz, George R. R.
    Uithoven, Katelyn E. E.
    Snyder, Eric M. M.
    SPORT SCIENCES FOR HEALTH, 2024, 20 (01) : 47 - 54
  • [7] Effects of marathon training on heart rate variability during submaximal running: a comparison of analysis techniques
    Christopher J. Lundstrom
    George R. Biltz
    Katelyn E. Uithoven
    Eric M. Snyder
    Sport Sciences for Health, 2024, 20 : 47 - 54
  • [8] MONITORING HEART-RATE DURING TRAINING
    NOAKES, T
    SOUTH AFRICAN MEDICAL JOURNAL, 1988, 73 (09): : R18 - R18
  • [9] Progress in the analysis of heart-rate variability
    Thayer, JF
    IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 2002, 21 (04): : 22 - 23
  • [10] SPECTRAL ANALYSIS OF THE HEART-RATE VARIABILITY
    ECKOLDT, K
    CAMMANN, H
    SCHWARZ, V
    STUDIA BIOPHYSICA, 1979, 75 (03): : 183 - 188