DocumentCode :
863318
Title :
Optimization of electromagnetic phased-arrays for hyperthermia via magnetic resonance temperature estimation
Author :
Kowalski, Marc E. ; Behnia, Babak ; Webb, Andrew G. ; Jin, Jian-Ming
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
Volume :
49
Issue :
11
fYear :
2002
Firstpage :
1229
Lastpage :
1241
Abstract :
A technique for the optimization of electromagnetic annular phased arrays (APAs) for therapeutic hyperthermia has been developed and implemented. The controllable inputs are the amplitudes and phases of the driving signals of each element of the array. Magnetic resonance imaging (MRI) is used to estimate noninvasively the temperature distribution based on the temperature dependence of the proton resonance frequency (PRF). A parametric model of the dynamics that couple the control inputs to the resultant temperature elevations is developed based on physical considerations. The unknown parameters of this model are estimated during a pretreatment identification phase and can be continuously updated as new measurement data become available. Based on the parametric model, a controller automatically chooses optimal phases and amplitudes of the driving signals of the APA. An advantage of this approach to optimizing the APA is that no a priori information is required, eliminating the need for patient-specific computational modeling and optimization. Additionally, this approach represents a first step toward employing temperature feedback to make the optimization of the APA robust with respect to modeling errors and physiological changes. The ability of the controller to choose therapeutically beneficial driving amplitudes and phases is demonstrated via simulation. Experimental results are presented which demonstrate the ability of the controller to choose optimal phases for the APA using only information from magnetic resonance thermometry (MRT).
Keywords :
antenna phased arrays; biocontrol; biomedical MRI; dipole antenna arrays; feedback; hyperthermia; optimal control; optimisation; parameter estimation; radiofrequency heating; temperature distribution; annular phased arrays; cancerous tissue; controller; dipole antennae; electromagnetic phased arrays; feedback control; forward finite difference; magnetic resonance imaging; magnetic resonance temperature estimation; modeling errors; optimal amplitudes; optimal phases; optimization; parametric model; pretreatment identification phase; proton resonance frequency; temperature dependence; temperature distribution; temperature feedback; therapeutic hyperthermia; tomographic temperature estimation; Automatic control; Frequency estimation; Hyperthermia; Magnetic resonance; Magnetic resonance imaging; Optimal control; Parametric statistics; Phase estimation; Phased arrays; Temperature; Computer Simulation; Electromagnetic Fields; Feedback; Heat; Humans; Hyperthermia, Induced; Magnetic Resonance Imaging; Microwaves; Models, Biological; Neoplasms; Phantom Limb; Quality Control; Sensitivity and Specificity; Temperature; Thermometers;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2002.804602
Filename :
1046931
Link To Document :
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