Comparative analysis of phase difference estimation methods quantifying asynchronies between compartmental chest wall volume signals.
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 (PhD(FT)), paradoxical motion (PhD(PM)), the Lissajous figure (PhD(LF)), maximal linear correlation (PhD(P)) and least-squares filtering (PhD(LS)), 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. PhD(PM) and PhD(LF) had the lowest average errors (4%), and PhD(LS) had a slightly higher error. PhD(FT) had zero error when estimating a single PhD value but a considerable error when estimating time-varying PhDs. PhD(P) 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.
Golemati
Spyretta
S
Medical School, National Kapodistrian University of Athens, Greece. sgolemati@med.uoa.gr
Moupagiatzis
Ioannis
I
Athanasopoulos
Dimitrios
D
Vasilopoulou
Maroula
M
Roussos
Charalambos
C
Vogiatzis
Ioannis
I
D000465:Algorithms; D001698:Biomedical Engineering; D016022:Case-Control Studies; D003198:Computer Simulation; D015444:Exercise; D005583:Fourier Analysis; D006801:Humans; D016018:Least-Squares Analysis; D008953:Models, Anatomic; D018670:Monitoring, Ambulatory / Q000295:instrumentation / Q000379:methods; D029424:Pulmonary Disease, Chronic Obstructive / Q000473:pathology / Q000503:physiopathology*; D015203:Reproducibility of Results; D012119:Respiration; D012815:Signal Processing, Computer-Assisted; D035441:Thoracic Wall / Q000502:physiology / Q000503:physiopathology*