Title :
Motion detection In-Vivo by multi-channel ultrawideband radar
Author :
Kosch, O. ; Thiel, F. ; Seifert, F. ; Sachs, J. ; Hein, M.A.
Author_Institution :
Phys.-Tech. Bundesanstalt (PTB), Berlin, Germany
Abstract :
Remote sensing of body and inner organ motion by ultra-wideband radar is a promising alternative to electrocardiogram (ECG) based gating of several diagnostic imaging and image guided therapy modalities, e.g. cardiac magnetic resonance imaging (MRI) and high energy particle therapy. In this paper, we present a noncontact approach for the detection of cardiac mechanics by means of multi-channel UWB radar sensors. To extract the required position information from UWB radar for cardiac MRI the decomposition of respiratory and cardiac motions is performed by applying a blind-source separation method based on several time-delayed second-order correlation matrices to decompose the UWB signals and extract movements of cardiac and respiratory landmarks. We compared the time evolution of these landmarks to the signals of simultaneously measured ECG´s demonstrating the strong correlation between cardiac UWB and ECG signals. Furthermore, we implemented a fast 1D MR imaging method in a 3 tesla MR scanner to extract true inner organ landmark movements in real time and present these comparisons with simultaneously acquired multi-channel UWB data.
Keywords :
biomedical MRI; blind source separation; electrocardiography; feature extraction; image motion analysis; matrix decomposition; radar detection; radar imaging; remote sensing by radar; ultra wideband radar; ECG based gating; ECG signals; MR scanner; UWB signal decomposition; blind-source separation method; cardiac MRI; cardiac magnetic resonance imaging; cardiac mechanic detection; cardiac movement extraction; diagnostic imaging; electrocardiogram; fast 1D MR imaging method; high energy particle therapy; image guided therapy modality; inner organ motion; motion detection; multichannel UWB radar sensors; multichannel ultrawideband radar; noncontact approach; remote sensing; respiratory decomposition; respiratory landmarks; time-delayed second-order correlation matrices; true inner organ landmark movement extraction; Biomedical monitoring; Correlation; Electrocardiography; Magnetic resonance imaging; Monitoring; Ultra wideband radar; alternative ECG; cardiac MRI; noncontact biomedical sensing; ultra-wideband (UWB) radar;
Conference_Titel :
Ultra-Wideband (ICUWB), 2012 IEEE International Conference on
Conference_Location :
Syracuse, NY
Print_ISBN :
978-1-4577-2031-4
DOI :
10.1109/ICUWB.2012.6340451