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Analysis of heartbeat asymmetry based on multi-scale time irreversibility test

Author

Listed:
  • Hou, Fengzhen
  • Zhuang, Jianjun
  • Bian, Chunhua
  • Tong, Tangji
  • Chen, Ying
  • Yin, Jie
  • Qiu, Xiaojun
  • Ning, Xinbao

Abstract

We investigate the asymmetry of heart rate control system and suggest a simple index to quantify this asymmetry by performing high-dimensional time irreversibility tests to heartbeat interval time series over multiple scales. The results provide strong evidence to the concept that the asymmetry is an intrinsic property of heart rate control system. As a simple and visual method, it is proved to be effective in classifying physiologic and synthetic subjects while the maximum scale is selected within a proper range, and also provides a new way to analyze the time irreversibility for other high-dimensional systems.

Suggested Citation

  • Hou, Fengzhen & Zhuang, Jianjun & Bian, Chunhua & Tong, Tangji & Chen, Ying & Yin, Jie & Qiu, Xiaojun & Ning, Xinbao, 2010. "Analysis of heartbeat asymmetry based on multi-scale time irreversibility test," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(4), pages 754-760.
    • Handle: RePEc:eee:phsmap:v:389:y:2010:i:4:p:754-760
    DOI: 10.1016/j.physa.2009.10.003
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    Citations

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    Cited by:

    1. Rong, Lei & Shang, Pengjian, 2018. "New irreversibility measure and complexity analysis based on singular value decomposition," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 512(C), pages 913-924.
    2. Huo, Chengyu & Huang, Xiaolin & Zhuang, Jianjun & Hou, Fengzhen & Ni, Huangjing & Ning, Xinbao, 2013. "Quadrantal multi-scale distribution entropy analysis of heartbeat interval series based on a modified Poincaré plot," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(17), pages 3601-3609.
    3. Rong, Lei & Shang, Pengjian, 2020. "Evaluation of missing ordinal pattern and its fractional distribution entropy," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 537(C).
    4. Xia, Jianan & Shang, Pengjian & Lu, Dan & Yin, Yi, 2016. "A comprehensive segmentation analysis of crude oil market based on time irreversibility," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 450(C), pages 104-114.
    5. Xia, Jianan & Shang, Pengjian & Wang, Jing & Shi, Wenbin, 2014. "Classifying of financial time series based on multiscale entropy and multiscale time irreversibility," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 400(C), pages 151-158.

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