利用奇异值分解分离噪声和信号子空间改进生物聚合物选择性核磁共振谱处理

Mauro Fedrigo, Federico Fogolari, Paolo Viglino, Gennaro Esposito
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引用次数: 5

摘要

介绍了一种新的二维核磁共振数据矩阵灵敏度增强方法。该方法基于对实验二维阵列进行奇异值分解,实现信噪子空间的分离。虽然该方法的一般应用不存在理论上的限制,但通过减少数据集(如选择性测量的数据集),结果的可靠性大大提高。生物聚合物的线宽通常大到足以严重破坏选择性实验的灵敏度,因此可以设想在生物聚合物中定量核磁共振参数的有利应用。
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Improved Processing of Selective NMR Spectra of Biopolymers by Separation of Noise and Signal Subspaces through Singular-Value Decomposition

A novel sensitivity-enhancement procedure is introduced for 2D NMR data matrices. It is based on the separation of the signal-and-noise subspaces by means of singular-value decomposition of the experimental 2D array. Although no theoretical limitation exists for a general application of the method, the reliability of the results increases considerably with reduced data sets such as those of selective measurements. Advantageous applications can be envisaged for the quantitation of NMR parameters in biopolymers whose linewidths are often large enough to undermine severely the sensitivity of selective experiments.

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