• DocumentCode
    3046948
  • Title

    How health related to quality of sleep and breathing: How to associate sleep disorder breathing and extracted respiratory signal

  • Author

    Tork, Sepideh ; Yazdchi, Mohammad Reza ; Karimizadeh, Arezoo

  • Author_Institution
    Dept. of Biomed. Eng., Univ. of Isfahan, Isfahan, Iran
  • fYear
    2013
  • fDate
    14-16 May 2013
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Sleeping is an important part of human´s life because of its state of unconsciousness and relaxation. According to today´s common problems, such as increased risks of social, economic and healthcare, disturbances or interruptions in breathing pattern may occur during sleep or it may be discontinued that knows as Sleep Disorders Breath(SDB). Thus, the researchers used an abnormal breathing pattern and characteristics of sleep to detect disorder and help these patients. In this way without any extra equipment, using ECG-Derived Respiration from Electrocardiogram can be a noninvasive, low-cost measurement of respiration wave. In this research, three major methods reinvestigate and the accurate method with the accuracy of 0.9 selected. EDR can be classified by a linear discriminate classification to normal or abnormal (apnea) epoch. In conclusion part, three methods were compared and by selecting the more accurate one, EDR epoch were classified by more than 79.66% accuracy.
  • Keywords
    electrocardiography; medical signal processing; pneumodynamics; sleep; ECG Derived Respiration; Electrocardiogram; breathing pattern; breathing quality; extracted respiratory signal; health; relaxation; sleep disorder breathing; sleep quality; unconsciousness; Band-pass filters; Electrocardiography; Feature extraction; Frequency measurement; Heart rate; Modulation; Sleep apnea; ECG-Derived Respiration (EDR); Electrocardiogram (ECG); Respiratory Rate; Sequential Feature Selection; Sleep Disorders Breath;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Engineering (ICEE), 2013 21st Iranian Conference on
  • Conference_Location
    Mashhad
  • Type

    conf

  • DOI
    10.1109/IranianCEE.2013.6599645
  • Filename
    6599645