获得空间电磁场场强分布是电磁频谱管理的重要任务之一,研究如何提高其计算性能以适应快速变化的空间电磁环境具有重要的意义。OpenMP(Open Multi Processing)是一种简单快速提高计算效率的方式,它有助于CPU多核资源被充分利用。提出了...获得空间电磁场场强分布是电磁频谱管理的重要任务之一,研究如何提高其计算性能以适应快速变化的空间电磁环境具有重要的意义。OpenMP(Open Multi Processing)是一种简单快速提高计算效率的方式,它有助于CPU多核资源被充分利用。提出了一种基于Open MP的并行获得空间电磁场场强分布方法,通过合理分析计算过程,设计相应并行方案,使得设计的并行算法适合CPU多核处理方式,并行度高。大量实验结果表明,该并行算法明显提高了计算效率,且具有高可扩展性。展开更多
On the basis of Space-Wise Least Square method, three numerical methods including Cholesky de- composition, pre-conditioned conjugate gradient and Open Multi-Processing parallel algorithm are applied into the determin...On the basis of Space-Wise Least Square method, three numerical methods including Cholesky de- composition, pre-conditioned conjugate gradient and Open Multi-Processing parallel algorithm are applied into the determination of gravity field with satellite gravity gradiometry data. The results show that, Cholesky de- composition method has been unable to meet the requirements of computation efficiency when the computer hardware is limited. Pre-conditioned conjugate gradient method can improve the computation efficiency of huge matrix inversion, but it also brings a certain loss of precision. The application of Open Multi-Processing parallel algorithm could achieve a good compromise between accuracy and computation efficiency.展开更多
文摘获得空间电磁场场强分布是电磁频谱管理的重要任务之一,研究如何提高其计算性能以适应快速变化的空间电磁环境具有重要的意义。OpenMP(Open Multi Processing)是一种简单快速提高计算效率的方式,它有助于CPU多核资源被充分利用。提出了一种基于Open MP的并行获得空间电磁场场强分布方法,通过合理分析计算过程,设计相应并行方案,使得设计的并行算法适合CPU多核处理方式,并行度高。大量实验结果表明,该并行算法明显提高了计算效率,且具有高可扩展性。
基金supproted by the National Natural Science Foundation of China(40874012,40904003,40974016,41004007)
文摘On the basis of Space-Wise Least Square method, three numerical methods including Cholesky de- composition, pre-conditioned conjugate gradient and Open Multi-Processing parallel algorithm are applied into the determination of gravity field with satellite gravity gradiometry data. The results show that, Cholesky de- composition method has been unable to meet the requirements of computation efficiency when the computer hardware is limited. Pre-conditioned conjugate gradient method can improve the computation efficiency of huge matrix inversion, but it also brings a certain loss of precision. The application of Open Multi-Processing parallel algorithm could achieve a good compromise between accuracy and computation efficiency.
