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首页> 外文期刊>IEEE Transactions on Magnetics >Model order reduction for optimal bounding ellipsoid channel models
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Model order reduction for optimal bounding ellipsoid channel models

机译:最佳边界椭圆通道模型的模型阶数约简

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摘要

This paper presents a new algorithm for performing model order reduction for Volterra series channel models of high-density digital magnetic recording channels. We employ a set-membership approach to the problem in which a set of consistent modeling solutions bounded by an optimal ellipsoid is first developed for the channel. We then present a new algorithm for finding the minimum number of coefficients in the Volterra series expansion which preserves the accuracy, in a least-squares sense, of the reduced order model in comparison with the original model.
机译:本文提出了一种用于对高密度数字磁记录通道的Volterra级数通道模型进行模型降阶的新算法。我们采用集合成员方法来解决该问题,在该问题中,首先为该通道开发了一组以最优椭球为边界的一致建模解决方案。然后,我们提出一种用于在Volterra级数展开中找到最小数量系数的新算法,与原始模型相比,该算法在最小二乘意义上保留了降阶模型的精度。

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