Detection of physiological singularities in respiratory dynamics analyzed by recurrence quantification analysis of tracheal sounds

被引:14
|
作者
Vena, A
Conte, E
Perchiazzi, G
Federici, A
Giuliani, R
Zbilut, JP
机构
[1] Rush Univ, Dept Mol Biophys & Physiol, Chicago, IL 60612 USA
[2] Univ Bari, Dept Emergency & Transplantat, Bari, Italy
[3] Bari Univ Hosp, Dept Pharmacol & Human Physiol, Bari, Italy
[4] Univ Bari, Ctr Innovat Technol Signal Detect & Proc, TIRES, Bari, Italy
关键词
D O I
10.1016/j.chaos.2004.03.005
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Following a previous analysis that was performed on lung sounds of right and left apexes [Chaos, Solitons Fractals 2004;21:869-77], in the present paper we studied tracheal sounds by recurrence quantification analysis, adding chaos analysis as estimation of correlation dimension and Lyapunov spectrum. The results confirm the presence of singularitics indicating that respiratory dynamics is controlled by a discrete non-deterministic dynamics based on violation of Lipschitz conditions. On the basis of the results, it is also evidenced the possibility to introduce new indexes having interest in respiratory diagnostic routine. (C) 2004 Elsevier Ltd. All rights reserved.
引用
收藏
页码:869 / 881
页数:13
相关论文
共 50 条
  • [41] Recurrence quantification analysis and principal components in the detection of short complex signals
    Zbilut, JP
    Giuliani, A
    Webber, CL
    PHYSICS LETTERS A, 1998, 237 (03) : 131 - 135
  • [42] Vibration fault detection of fuel pump using Recurrence Quantification Analysis
    Pecho, Pavol
    Bugaj, Martin
    INAIR 2018: AVIATION ON THE GROWTH PATH, 2018, 35 : 287 - 294
  • [43] Detection of cybersecurity spoofing attacks in vehicular networks with recurrence quantification analysis
    Baldini, Gianmarco
    COMPUTER COMMUNICATIONS, 2022, 191 : 486 - 499
  • [44] Automatic detection of epileptic EEG based on recurrence quantification analysis and SVM
    Meng Qing-Fang
    Chen Shan-Shan
    Chen Yue-Hui
    Feng Zhi-Quan
    ACTA PHYSICA SINICA, 2014, 63 (05) : 050506
  • [45] An Online Sleep Apnea Detection Method Based on Recurrence Quantification Analysis
    Hoa Dinh Nguyen
    Wilkins, Brek A.
    Cheng, Qi
    Benjamin, Bruce Allen
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2014, 18 (04) : 1285 - 1293
  • [46] Breath sounds analysis for asthma monitoring: A method for automated detection of flow events from tracheal recordings
    University of Michigan, Ann Arbor
    48109, United States
    IEEE Healthc. Innov. Conf., HIC, (331-334):
  • [47] Recurrence quantification analysis as a tool for characterization of non-linear mesocosm dynamics
    Dippner, JW
    Heerkloss, R
    Zbilut, JP
    MARINE ECOLOGY PROGRESS SERIES, 2002, 242 : 29 - 37
  • [48] Recurrence Quantification Analysis for Investigating Atrial Fibrillation Dynamics in a Heterogeneous Simulation Setup
    Almeida, Tiago P.
    Unger, Laura A.
    Soriano, Diogo C.
    Li, Xin
    Doessel, Olaf
    Yoneyama, Takashi
    Loewe, Axel
    2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, : 2277 - 2280
  • [49] The effect of orthostasis on recurrence quantification analysis of heart rate and blood pressure dynamics
    Javorka, M.
    Turianikova, Z.
    Tonhajzerova, I.
    Javorka, K.
    Baumert, M.
    PHYSIOLOGICAL MEASUREMENT, 2009, 30 (01) : 29 - 41
  • [50] Recurrence Quantification Analysis of Heart Rate Dynamics in Young Patients with Diabetes Mellitus
    Trunkvalterova, Z.
    Javorka, M.
    Tonhajzerova, I.
    Javorkova, J.
    Javorka, K.
    11TH MEDITERRANEAN CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING AND COMPUTING 2007, VOLS 1 AND 2, 2007, 16 (1-2): : 769 - +