MRI Coil Design Using Boundary-Element Method With Regularization Technique: A Numerical Calculation Study

A new boundary element method (BEM) based method is described for the design of coils for magnetic resonance imaging (MRI) systems. BEM is an effective approach for solving the electromagnetic forward problem and has been used in the design of MRI gradient coils. However, BEM-based gradient coil design faces an ill-posed mathematical problem, which is conventionally handled by means of a Lagrange multiplication method. This work attempts to improve the BEM method for MRI coil designs by applying the Tikhonov regularization scheme to solve the ill-posed matrix system formulated by the BEM forward model. The objective of the study is not to design some specific gradient or radio-frequency (RF) coils for MRI system, but to discuss the design scheme with practical regularization and constraints. The proposed approach was explained in the design of MRI coils including biplanar transverse gradient coils and RF phased array coils. With the consideration of the practical engineering requirements, physical constraints such as wire intervals are transformed into mathematical constraints and formulated into BEM equations. The examples demonstrate that the proposed method is efficient and flexible for the design of MRI coils with arbitrary geometries and engineering constraints.

[1]  S. Crozier,et al.  A Simple Relationship for High Efficiency–Gradient Uniformity Tradeoff in Multilayer Asymmetric Gradient Coils for Magnetic Resonance Imaging , 2007, IEEE Transactions on Magnetics.

[2]  Mattan Kamon,et al.  FastHenry: A Multipole-Accelerated 3-D Inductance Extraction Program , 1993, 30th ACM/IEEE Design Automation Conference.

[3]  A. N. Tikhonov,et al.  Solutions of ill-posed problems , 1977 .

[4]  Hua Guo,et al.  Target-field method for MRI biplanar gradient coil design , 2007 .

[5]  Stuart Crozier,et al.  Adaptively regularized gradient coils for reduced local heating , 2008 .

[6]  Stuart Crozier,et al.  Inverse design of a phased‐array coil for breast magnetic resonance imaging , 2009 .

[7]  Stuart Crozier,et al.  A time-harmonic inverse methodology for the design of RF coils in MRI , 2002, IEEE Transactions on Biomedical Engineering.

[8]  Stuart Crozier,et al.  An inverse method for designing RF phased array coils in MRI—theoretical considerations , 2006 .

[9]  Stuart Crozier,et al.  Determining complicated winding patterns for shim coils using stream functions and the target-field method , 2002 .

[10]  Hao Xu,et al.  Shim design using a linear programming algorithm , 2004, Magnetic resonance in medicine.

[11]  S. Pissanetzky Minimum energy MRI gradient coils of general geometry , 1992 .

[12]  E. M. Freeman,et al.  Use of deterministic methods and finite elements for the solution of 3D shape optimization problems in electromagnetics , 1998 .

[13]  Stuart Crozier,et al.  A methodology for current density calculations in high-frequency RF resonators , 1997 .

[14]  R. Turner,et al.  Gradient coil design: a review of methods. , 1993, Magnetic resonance imaging.

[15]  R. Ludwig,et al.  Magnetic resonance imaging gradient coil design by combining optimization techniques with the finite element method , 1998 .

[16]  Reinhold Ludwig,et al.  A Stream Function Method for Gradient Coil Design , 2005 .

[17]  P. Osmera,et al.  Evolutionary and genetic optimization of NMR gradient and shim coils , 2000 .

[18]  Michael A. Morich,et al.  New applications of inverse methods in the design of MRI coils , 1998 .

[19]  Stuart Crozier,et al.  3-D Gradient Coil Design—Initial Theoretical Framework , 2009, IEEE Transactions on Biomedical Engineering.

[20]  Per Christian Hansen,et al.  REGULARIZATION TOOLS: A Matlab package for analysis and solution of discrete ill-posed problems , 1994, Numerical Algorithms.

[21]  P. Hansen Rank-Deficient and Discrete Ill-Posed Problems: Numerical Aspects of Linear Inversion , 1987 .

[22]  K. Craig Goodrich,et al.  Local bi‐planar gradient array design using conformal mapping and simulated annealing , 2009 .

[23]  Stuart Crozier,et al.  An inverse method for designing loaded RF coils in MRI , 2006 .

[24]  Ling Xia,et al.  Truncated Total Least Squares: A New Regularization Method for the Solution of ECG Inverse Problems , 2008, IEEE Transactions on Biomedical Engineering.

[25]  Per-Olof Persson,et al.  A Simple Mesh Generator in MATLAB , 2004, SIAM Rev..

[26]  Ling Xia,et al.  Deformation-Space Method for the Design of Biplanar Transverse Gradient Coils in Open MRI Systems , 2008, IEEE Transactions on Magnetics.

[27]  G. Peeren Stream function approach for determining optimal surface currents , 2003 .

[28]  P. Roemer,et al.  The NMR phased array , 1990, Magnetic resonance in medicine.

[29]  Stuart Crozier,et al.  A novel target-field method for finite-length magnetic resonance shim coils: II. Tesseral shims , 2001 .

[30]  D. Doddrell,et al.  Gradient-Coil Design by Simulated Annealing , 1993 .

[31]  Adib A. Becker,et al.  Forward electric field calculation using BEM for time-varying magnetic field gradients and motion in strong static fields , 2009 .

[32]  Dexin Xie,et al.  Design of Gradient Coil Set With Canceled Net Thrust Force for Fully Open MRI System , 2009 .

[33]  Daniel K Sodickson,et al.  An introduction to coil array design for parallel MRI , 2006, NMR in biomedicine.

[34]  Stuart Crozier,et al.  An improved equivalent magnetization current method applied to the design of local breast gradient coils. , 2009, Journal of magnetic resonance.

[35]  Richard Bowtell,et al.  Novel gradient coils designed using a boundary element method , 2007 .

[36]  J. Carlson,et al.  Design and evaluation of shielded gradient coils , 1992, Magnetic resonance in medicine.

[37]  D. Tomasi Stream function optimization for gradient coil design , 2001, Magnetic resonance in medicine.

[38]  R. Turner A Target Field Approach To Optimal Coil Design , 1986 .

[39]  H. Fujita,et al.  A hybrid inverse approach applied to the design of lumped-element RF coils , 1999, IEEE Transactions on Biomedical Engineering.

[40]  Feng Liu,et al.  Equivalent Magnetization Current Method Applied to the Design of Gradient Coils for Magnetic Resonance Imaging , 2009, IEEE Transactions on Magnetics.

[41]  Stuart Crozier,et al.  3D Gradient coil design - toroidal surfaces. , 2009, Journal of magnetic resonance.

[42]  Stuart Crozier,et al.  An inverse design of an open, head/neck RF coil for MRI , 2002, IEEE Transactions on Biomedical Engineering.

[43]  Jianming Jin Electromagnetic Analysis and Design in Magnetic Resonance Imaging , 1998 .

[44]  Stuart Crozier,et al.  The Design of Transverse Gradient Coils of Restricted Length by Simulated Annealing , 1994 .

[45]  Stuart Crozier,et al.  A time-harmonic target-field method for designing unshielded RF coils in MRI , 2005 .

[46]  Bin Xu,et al.  An inverse methodology for high-frequency RF coil design for MRI with de-emphasized B/sub 1/ fields , 2005, IEEE Transactions on Biomedical Engineering.