Title :
Suppression of MHD artifacts on single channel ECG during cardiac MRI
Author :
Bhatt, Bhargav ; Reddy, Ramasubba M.
Author_Institution :
Dept. of Appl. Mech., Indian Inst. of Technol. Madras, Chennai, India
Abstract :
In this paper, a new signal processing method for suppression of magnetohydrodynamic (MHD) artifacts on single channel electrocardiogram (ECG) during cardiac magnetic resonance imaging (MRI) is proposed. The singular value decomposition (SVD) is performed on data in time-frequency domain to separate two signal components. The performance of the method is evaluated using simulated signals for different heart rate variations and MR system dependent parameters such as, magnetic field strength and sampling frequency. In future, the performance of the method is to be studied on real signals acquired during the MRI scan.
Keywords :
biomedical MRI; electrocardiography; magnetohydrodynamics; medical signal processing; time-frequency analysis; MHD artifact suppression; MRI scan; cardiac MRI; cardiac magnetic resonance imaging; electrocardiogram; heart rate variations; magnetic field strength; magnetohydrodynamic artifacts; sampling frequency; single channel ECG; singular value decomposition; time-frequency domain; Blood flow; Electrocardiography; Electrodes; Magnetic fields; Magnetic resonance imaging; Magnetohydrodynamics; Signal generators; Singular value decomposition; Time frequency analysis; Voltage;
Conference_Titel :
TENCON 2009 - 2009 IEEE Region 10 Conference
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-4546-2
Electronic_ISBN :
978-1-4244-4547-9
DOI :
10.1109/TENCON.2009.5396121