• 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