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Time optimal control‐based RF pulse design under gradient imperfections
PURPOSE: This study incorporates a gradient system imperfection model into an optimal control framework for radio frequency (RF) pulse design. THEORY AND METHODS: The joint design of minimum‐time RF and slice selective gradient shapes is posed as an optimal control problem. Hardware limitations such...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6899978/ https://www.ncbi.nlm.nih.gov/pubmed/31441536 http://dx.doi.org/10.1002/mrm.27955 |
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author | Aigner, Christoph S. Rund, Armin Abo Seada, Samy Price, Anthony N. Hajnal, Joseph V. Malik, Shaihan J. Kunisch, Karl Stollberger, Rudolf |
author_facet | Aigner, Christoph S. Rund, Armin Abo Seada, Samy Price, Anthony N. Hajnal, Joseph V. Malik, Shaihan J. Kunisch, Karl Stollberger, Rudolf |
author_sort | Aigner, Christoph S. |
collection | PubMed |
description | PURPOSE: This study incorporates a gradient system imperfection model into an optimal control framework for radio frequency (RF) pulse design. THEORY AND METHODS: The joint design of minimum‐time RF and slice selective gradient shapes is posed as an optimal control problem. Hardware limitations such as maximal amplitudes for RF and slice selective gradient or its slew rate are included as hard constraints to assure practical applicability of the optimized waveforms. In order to guarantee the performance of the optimized waveform with possible gradient system disturbances such as limited system bandwidth and eddy currents, a measured gradient impulse response function (GIRF) for a specific system is integrated into the optimization. RESULTS: The method generates optimized RF and pre‐distorted slice selective gradient shapes for refocusing that are able to fully compensate the modeled imperfections of the gradient system under investigation. The results nearly regenerate the optimal results of an idealized gradient system. The numerical Bloch simulations are validated by phantom and in‐vivo experiments on 2 3T scanners. CONCLUSIONS: The presented design approach demonstrates the successful correction of gradient system imperfections within an optimal control framework for RF pulse design. |
format | Online Article Text |
id | pubmed-6899978 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-68999782019-12-20 Time optimal control‐based RF pulse design under gradient imperfections Aigner, Christoph S. Rund, Armin Abo Seada, Samy Price, Anthony N. Hajnal, Joseph V. Malik, Shaihan J. Kunisch, Karl Stollberger, Rudolf Magn Reson Med Full Papers—Imaging Methodology PURPOSE: This study incorporates a gradient system imperfection model into an optimal control framework for radio frequency (RF) pulse design. THEORY AND METHODS: The joint design of minimum‐time RF and slice selective gradient shapes is posed as an optimal control problem. Hardware limitations such as maximal amplitudes for RF and slice selective gradient or its slew rate are included as hard constraints to assure practical applicability of the optimized waveforms. In order to guarantee the performance of the optimized waveform with possible gradient system disturbances such as limited system bandwidth and eddy currents, a measured gradient impulse response function (GIRF) for a specific system is integrated into the optimization. RESULTS: The method generates optimized RF and pre‐distorted slice selective gradient shapes for refocusing that are able to fully compensate the modeled imperfections of the gradient system under investigation. The results nearly regenerate the optimal results of an idealized gradient system. The numerical Bloch simulations are validated by phantom and in‐vivo experiments on 2 3T scanners. CONCLUSIONS: The presented design approach demonstrates the successful correction of gradient system imperfections within an optimal control framework for RF pulse design. John Wiley and Sons Inc. 2019-08-23 2020-02 /pmc/articles/PMC6899978/ /pubmed/31441536 http://dx.doi.org/10.1002/mrm.27955 Text en © 2019 The Authors. Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Full Papers—Imaging Methodology Aigner, Christoph S. Rund, Armin Abo Seada, Samy Price, Anthony N. Hajnal, Joseph V. Malik, Shaihan J. Kunisch, Karl Stollberger, Rudolf Time optimal control‐based RF pulse design under gradient imperfections |
title | Time optimal control‐based RF pulse design under gradient imperfections |
title_full | Time optimal control‐based RF pulse design under gradient imperfections |
title_fullStr | Time optimal control‐based RF pulse design under gradient imperfections |
title_full_unstemmed | Time optimal control‐based RF pulse design under gradient imperfections |
title_short | Time optimal control‐based RF pulse design under gradient imperfections |
title_sort | time optimal control‐based rf pulse design under gradient imperfections |
topic | Full Papers—Imaging Methodology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6899978/ https://www.ncbi.nlm.nih.gov/pubmed/31441536 http://dx.doi.org/10.1002/mrm.27955 |
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