Sign series entropy analysis of short-term heart rate variability

被引:0
作者
BIAN ChunHua1
2 College of Geography and Biological Information
3 The Affiliated Drumtower Hospital of Nanjing University Medical School
机构
基金
中国国家自然科学基金;
关键词
heart rate variability; complexity; entropy; aging; atrial fibrillation;
D O I
暂无
中图分类号
R540.4 [诊断学];
学科分类号
1002 ; 100201 ;
摘要
Complexity and nonlinearity approaches can be used to study the temporal and structural order in heart rate variability (HRV) signal, which is helpful for understanding the underlying rule and physiological essence of cardiovascular regulation. For clinical applications, methods suitable for short-term HRV analysis are more valuable. In this paper, sign series entropy analysis (SSEA) is proposed to characterize the feature of direction variation of HRV. The results show that SSEA method can detect sensitively physiological and pathological changes from short-term HRV signals, and the method also shows its robustness to nonstationarity and noise. Thus, it is suggested as an efficient way for the analysis of clinical HRV and other complex physiological signals.
引用
收藏
页码:4610 / 4615
页数:6
相关论文
共 5 条
  • [1] RESEARCH PROGRESS IN NONLINEAR ANALYSIS OF HEART ELECTRIC ACTIVITIES[J]. NING Xinbao, BIAN Chunhua, WANG Jun & CHEN Ying State Key Laboratory of Modern Acoustics, Institute for Biomedical Electronic Engineering, Department of Electronic Science & Engineer-ing, Nanjing University, Nanjing 210093, China.Chinese Science Bulletin. 2006(04)
  • [2] The base-scale entropy analysis of short-term heart rate variability signal[J]. LI Jin1, 2 & NING Xinbao1 1. State Key Laboratory of Modern Acoustics and Department of Elec-tronic Science and Engineering, Institute for Biomedical Electronic Engineering, Nanjing University, Nanjing 210093, China;2. College of Physics and Information Technology, Shaanxi Normal University, Xi’an 710062, China.Chinese Science Bulletin. 2005(12)
  • [3] Nonlinearity degree of short-term heart rate variability signal[J]. BIAN Chunhua & NING Xinbao State Key Laboratory of Modern Acoustics. Institute tor Biomedical Electronical Engineering, Nanjing University, Nanjing 210093, China.Chinese Science Bulletin. 2004(05)
  • [4] Approximate Entropy as an Irregularity Measure for Financial Data[J] . Steve Pincus.Econometric Reviews . 2008 (4-6)
  • [5] Symbolic Dynamics of Heart Rate Variability: A Probe to Investigate Cardiac Autonomic Modulation[J] . Stefano Guzzetti,Ester Borroni,Pietro E. Garbelli,Elisa Ceriani,Paolo Della Bella,Nicola Montano,Chiara Cogliati,Virend K. Somers,Alberto Mallani,Alberto Porta.Circulation . 2005 (4)