کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10368420 874733 2013 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Quasi-periodic modeling for heart sound localization and suppression in lung sounds
ترجمه فارسی عنوان
مدلسازی نیمهسنجی برای محاسبه صدا قلب و سرکوب در صداهای ریه
کلمات کلیدی
محلی سازی صدای قلب، انسداد صدا ریه، مدل سازی نیمه دوره ای،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
چکیده انگلیسی
We present a novel approach to treating lung sounds contaminated by heart sounds by means of quasi-periodic signal modeling. Heart sounds are described through the long and short-term quasi-periodicity generated by cardiac cycle repetition and oscillations caused by valves openings and closures, respectively. In terms of signals, these quasi-periodicities drive time-variant HS envelope and phase which are modeled by single and piecewise time polynomials, respectively. Single polynomials account for slow and continuous envelope time variations, while piecewise polynomials capture fast and abrupt phase changes in short time intervals. Such a compact signal description provides an efficient way to fundamental heart sound (FHS) components localization and posterior removal from lung sounds. The results show that the proposed method outperforms two reference methods for medium (15 ml/s/kg) and high (22.5 ml/s/kg) air flow rates.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Biomedical Signal Processing and Control - Volume 8, Issue 6, November 2013, Pages 586-595
نویسندگان
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