Title :
Impedance cardiography filtering using scale fourier linear combiner based on RLS algorithm
Author :
Dromer, O. ; Alata, O. ; Bernard, O.
Author_Institution :
Dept. of Signal Images & Commun., Univ. of Poitiers, Chasseneuil-Futuroscope, France
Abstract :
The Cardiac Output (CO) can be calculated from the thoracic cardio-impedance signal from several methods, and all of them are linked to the frequency information, information that is limited by the type of filtering used before. A methodology is proposed to evaluate the effect of the commonly used methods of filtering, and an improvement of the SFLC LMS-based algorithm by the use of RLS algorithm is also tested. Performances of algorithms are then evaluated considering different types of noise such as white noise or combination of sinusoidal noises to simulate the effect of respiration and body movements.
Keywords :
Fourier transforms; blood; filters; haemodynamics; haemorheology; medical signal processing; plethysmography; signal denoising; white noise; RLS algorithm; SFLC; body movement effects; cardiac output calculation; filtering methods; frequency information; impedance cardiography filtering; respiration effects; scale Fourier linear combiner; sinusoidal noise combinations; thoracic cardioimpedance signal; white noise; Algorithms; Biomedical Engineering; Cardiac Output; Cardiography, Impedance; Fourier Analysis; Humans;
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2009.5333634