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Detection geometry and reconstruction error in magnetic source imaging

机译:磁源成像中的检测几何形状和重建误差

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A recently developed reconstruction algorithm for magnetic source imaging exploits prior knowledge about source location, source power density, detector geometry, and detector noise power to obtain an explicit estimate of the reconstruction error. The authors demonstrate the application of the new algorithm to the optimal design of practical detector arrays to minimize the reconstruction error in specific applications. For a representative configuration for magnetocardiography, the optimal array width (for minimum reconstruction error) varies from 19 to 28 cm depending on the assumed source depth, number of detectors, source power, and noise power. The reconstruction accuracy ranges from 5% of the a priori standard deviation for the sources nearest the detector plane to 95% of the a priori deviation for the deepest sources. The reconstruction error was found to depend on accidental alignments between dipole sources and point detectors, indicating that a more sophisticated model is required for accurate estimates of reconstruction error. The error calculation is fast, taking about a second for this problem on a workstation-class computer. The availability of a method for rapidly computing the reconstruction error for any given source characteristics and detector geometry will facilitate the optimal design of magnetometer array size, element spacing, and orientation for specific applications in biomagnetic and geomagnetic source imaging.
机译:最近开发的磁源成像的重建算法利用源位置,源功率密度,检测器几何形状和检测器噪声功率的先验知识,以获得重建误差的显式估计。作者展示了新算法在实用探测器阵列的最佳设计中的应用,以最大限度地减少特定应用中的重建误差。对于用于磁进地影的代表性配置,取决于假定的源深度,检测器数,源功率和噪声功率,最佳阵列宽度(最小重建误差)从19到28cm变化。重建精度从最优先频道的先验标准偏差的5%范围为最深源的先验偏差的95%。发现重建错误依赖于偶极源和点检测器之间的意外对齐,表明准确估计重建误差需要更复杂的模型。错误计算快速,在工作站类计算机上考虑此问题大约一秒钟。用于快速计算任何给定源特性和检测器几何的重建误差的方法的可用性将促进磁力计阵列尺寸,元素间距和对生物磁性源成像中特定应用的方向的最佳设计。

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