DocumentCode :
1148949
Title :
Chebyshev series for designing RF pulses employing an optimal control approach
Author :
Ulloa, Jose Luis ; Guarini, Marcelo ; Guesalaga, Andres ; Irarrazaval, Pablo
Author_Institution :
Dept. of Electr. Eng., Pontificia Univ. Catolica de Chile, Santiago, Chile
Volume :
23
Issue :
11
fYear :
2004
Firstpage :
1445
Lastpage :
1452
Abstract :
Magnetic resonance imaging (MRI) provides bidimensional images with high definition and selectivity. Selective excitations are achieved applying a gradient and a radio frequency (RF) pulse simultaneously. They are modeled by the Bloch differential equation, which has no closed-form solution. Most methods for designing RF pulses are derived from approximation of this equation or are based on iterative optimization methods. The approximation methods are only valid for small tip angles and the optimization-based algorithms yield better results, but they are computationally intensive. To improve the solutions and to reduce processing time, a method for designing RF pulses using a pseudospectral approach is presented. The Bloch equation is expanded in Chebyshev series, which can be solved using a sparse linear algebraic system. The method permits three different formulations derived from the optimal control theory, minimum distance, minimum energy, or minimum time, which are solved as algebraic constrained minimization problems. The results were validated through simulated and real experiments of 90° and 180° RF pulses. They show improvements compared to the corresponding solutions obtained using the Shinnar-Le Roux method. The minimum time formulation produces the best performance for 180° pulses, reducing the excitation length in 4% and the RF pulse energy in 3%.
Keywords :
Chebyshev approximation; biomedical MRI; linear algebra; minimisation; optimal control; Bloch differential equation; Chebyshev series; Shinnar-Le Roux method; bidimensional images; iterative optimization methods; magnetic resonance imaging; minimum distance; minimum energy; minimum time; optimal control; radio frequency pulses; sparse linear algebraic system; Approximation methods; Chebyshev approximation; Closed-form solution; Design methodology; Differential equations; Iterative methods; Magnetic resonance imaging; Optimal control; Optimization methods; Radio frequency; Dynamic optimization; MRI-selective excitation; excitation design; pseudospectral methods; pulse sequences; Algorithms; Image Enhancement; Image Interpretation, Computer-Assisted; Magnetic Resonance Imaging; Radio Waves; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/TMI.2004.835602
Filename :
1350901
Link To Document :
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