DocumentCode :
1945361
Title :
Optimal design of RF pulses with arbitrary profiles in magnetic resonance imaging
Author :
Khalifa, Ayman M. ; Youssef, Abou-Bakr M. ; Kadah, Yasser M.
Author_Institution :
Biomed. Eng. Dept., Cairo Univ., Giza, Egypt
Volume :
3
fYear :
2001
fDate :
2001
Firstpage :
2296
Abstract :
The proper design of RF pulses in magnetic resonance imaging has a direct impact on the quality of acquired images. Several techniques have been proposed to obtain the RF pulse envelope given the desired slice profile. Unfortunately, these techniques do not take into account the limitations of practical implementation such as limited amplitude resolution. Moreover, implementing constraints for special RF pulses on most techniques is not possible. In this work, we propose an approach for designing optimal RF under theoretically any constraints. The new technique poses the RF pulse design problem as a combinatorial optimization problem and uses efficient techniques from this area to solve this problem. In particular, an objective function is proposed as the norm of the difference between the desired profile and the one obtained from solving the Bloch equations for the current RF pulse design values. Two global optimization techniques were implemented using genetic algorithms and simulated annealing. The results show a significant improvement over conventional design techniques and suggest the practicality of using the new technique for clinical use.
Keywords :
biomedical MRI; combinatorial mathematics; genetic algorithms; simulated annealing; Bloch equations; RF pulse envelope; RF pulses; clinical use; combinatorial optimization problem; genetic algorithms; global optimization techniques; limited amplitude resolution; magnetic resonance imaging; objective function; optimal design; simulated annealing; slice profile; Biomedical engineering; Coils; Constraint theory; Finite impulse response filter; Genetic algorithms; Magnetic resonance imaging; Pulse shaping methods; Radio frequency; Simulated annealing; Voltage;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7211-5
Type :
conf
DOI :
10.1109/IEMBS.2001.1017234
Filename :
1017234
Link To Document :
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