Sparse wavelet approximations to transient space-time electromagnetic wave fields

A. Ngoly, S. McFee
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Abstract

The purpose of this contribution is to introduce a method for constructing sparse, efficient, accurate and reliable representations of large-scale, discretely sampled transient space-time electromagnetic wave fields, through the use of sparse wavelet approximations. The sparse wavelet approximations are achieved by performing a three step computational process that involves a forward Fast Wavelet Transform (FWT) step, a wavelet coefficient truncation step, and an inverse FWT (IFWT) step. Numerical results that demonstrate the applicability and versatility of the approach are provided. Rigorous error analyses are also provided to demonstrate the accuracy of the method.
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瞬态时空电磁波场的稀疏小波逼近
本贡献的目的是通过使用稀疏小波近似,介绍一种构建大规模离散采样瞬态时空电磁波场的稀疏、高效、准确和可靠表示的方法。稀疏小波近似是通过执行三步计算过程来实现的,这三步计算过程包括前向快速小波变换(FWT)步骤、小波系数截断步骤和逆小波变换(IFWT)步骤。数值结果表明了该方法的适用性和通用性。并给出了严格的误差分析,以证明该方法的准确性。
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