Combination of equiprobable symbolization and time reversal asymmetry for heartbeat interval series analysis

Fengzhen Hou, Xiaolin Huang, Ying Chen, Chengyu Huo, Hongxing Liu, and Xinbao Ning
Phys. Rev. E 87, 012908 – Published 14 January 2013

Abstract

Symbolic dynamics method and time reversal asymmetry analysis are both important approaches in the study of heartbeat interval series. However, there is limited research work reported on combining these two methods. We provide a method of time reversal asymmetry analysis which focuses on the differences between the forward and backward embedding “m words” after the operation of equiprobable symbolization. To investigate the total amplitude as well as the distribution features of the difference, four indices are proposed. Based on the application to simulation series, we found that these measures can successfully detect time reversal asymmetry in chaos series. With application to human heartbeat interval series (RR series), it is suggested that the distribution features of the forward-backward difference can sensitively capture the dynamical changes caused by diseases or aging. In particular, the index ED, which reflects the random degree of the forward-backward difference distribution, can significantly discriminate healthy subjects from diseased ones. We conclude that RR series from healthy subjects show more asymmetry in temporal structure on the original time scale from the perspective of equiprobable symbolization, whereas diseases account for loss of this asymmetry.

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  • Received 26 June 2012

DOI:https://doi.org/10.1103/PhysRevE.87.012908

©2013 American Physical Society

Authors & Affiliations

Fengzhen Hou1,2, Xiaolin Huang1,*, Ying Chen1, Chengyu Huo1, Hongxing Liu1, and Xinbao Ning1,†

  • 1Institute of Biomedical Electronic Engineering, School of Electronic Science and Engineering, Nanjing University, Nanjing, 210093, China
  • 2Information Management Teaching and Research Center, Department of Science, China Pharmaceutical University, Nanjing 210009, China

  • *xlhuang@nju.edu.cn
  • xbning@nju.edu.cn

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Issue

Vol. 87, Iss. 1 — January 2013

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