DocumentCode :
2385138
Title :
Comparative analysis of phase difference estimation methods quantifying asynchronies between compartmental chest wall volume signals
Author :
Golemati, Spyretta ; Moupagiatzis, Ioannis ; Athanasopoulos, Dimitrios ; Vasilopoulou, Maroula ; Roussos, Charalambos ; Vogiatzis, Ioannis
Author_Institution :
Med. Sch., Nat. Kapodistrian Univ. of Athens, Athens, Greece
fYear :
2009
fDate :
3-6 Sept. 2009
Firstpage :
2871
Lastpage :
2874
Abstract :
Asynchronous breathing movements may be observed in the presence of pulmonary disease, such as chronic obstructive pulmonary disease (COPD). This study was undertaken in an attempt to propose a reliable methodology to quantify this asynchrony. Five methods for estimating phase differences between two signals, based on the phase angle of the Fourier Transform (PhDFT), paradoxical motion (PhDPM), the Lissajous figure (PhDLF), maximal linear correlation (PhDP) and least-squares filtering (PhDLS), were compared. Frequency-modulated signals, simulating compartmental chest wall volumes, were used to evaluate the methods. Breathing asynchrony was quantified in two ways; by estimating (a) a single PhD value for the entire recording and (b) time-varying PhDs, representing non-stationarities of human breathing. PhDPM and PhDLF had the lowest average errors (4%), and PhDLS had a slightly higher error. PhDFT had zero error when estimating a single PhD value but a considerable error when estimating time-varying PhDs. PhDP presented the highest errors in all cases. An application of this methodology is proposed in real compartmental chest wall volume signals of normal and COPD subjects. Preliminary results indicate that the methodology is promising in quantifying differences in asynchronous breathing between thoracic volumes of COPD patients and healthy controls.
Keywords :
Fourier transforms; diseases; filtering theory; frequency modulation; least squares approximations; medical signal processing; phase estimation; pneumodynamics; Fourier transform; Lissajous figure; asynchronous breathing movements; chronic obstructive pulmonary disease; compartmental chest wall volume; frequency modulation; least-squares filtering; maximal linear correlation; paradoxical motion; phase angle; phase difference estimation; Algorithms; Biomedical Engineering; Case-Control Studies; Computer Simulation; Exercise; Fourier Analysis; Humans; Least-Squares Analysis; Models, Anatomic; Monitoring, Ambulatory; Pulmonary Disease, Chronic Obstructive; Reproducibility of Results; Respiration; Signal Processing, Computer-Assisted; Thoracic Wall;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
ISSN :
1557-170X
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2009.5333106
Filename :
5333106
Link To Document :
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