DocumentCode :
2501827
Title :
Fourier modeling of porcine heartbeat and respiration in vivo for synchronization of HeartLander robot locomotion
Author :
Wood, Nathan A. ; Patronik, Nicholas A. ; Zenati, Marco A. ; Riviere, Cameron N.
Author_Institution :
Robot. Inst., Carnegie Mellon Univ., Pittsburgh, PA, USA
fYear :
2011
fDate :
Aug. 30 2011-Sept. 3 2011
Firstpage :
7041
Lastpage :
7044
Abstract :
HeartLander is a small mobile robot which adheres to and navigates over the surface of the heart to provide therapies in a minimally invasive manner. HeartLander´s ability to efficiently operate in this dynamic environment is greatly affected by physiological motion, namely the cardiac and respiration cycles. Synchronization of robot motion with minimal intrapericardial pressure results in safer and more efficient travel. The work presented models the physiological components of motion using Fourier series and estimates their parameters using an Extended Kalman Filter. Using the Fourier series parameters, estimates of physiological phase values are calculated to be used for step synchronization. The proposed methods are demonstrated on data from a HeartLander animal study for four locations on the heart. Mean respiration phase estimates are shown to be within 5% of the true respiration phases, while mean cardiac phase estimates are shown to have a minimum error of 11%.
Keywords :
Fourier series; Kalman filters; cardiology; medical robotics; mobile robots; physiological models; pneumodynamics; veterinary medicine; Fourier modeling; Fourier series parameters; HeartLander animal study; HeartLander robot locomotion; cardiac phase; extended Kalman filter; in-vivo respiration; mobile robot; physiological components; physiological motion; porcine heartbeat; Animals; Heart; Phase estimation; Physiology; Robot kinematics; Synchronization; Algorithms; Animals; Cardiology; Equipment Design; Fourier Analysis; Heart; Heart Rate; Locomotion; Models, Statistical; Motion; Movement; Reproducibility of Results; Respiration; Robotics; Swine;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2011.6091780
Filename :
6091780
Link To Document :
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