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一篇Letter被IEICE Transactions D录用

已有 8150 次阅读 2012-11-22 14:33 |系统分类:论文交流

An Improved Traffic Matrix Decomposition Method with Frequency-Domain Regularization
Zhe WANG, Kai HU, and Baolin YIN
 
SUMMARY:
We propose a novel network traffic matrix decomposition method named Stable Principal Component Pursuit with Frequency-Domain Regularization (SPCP-FDR), which improves the Stable Principal Component Pursuit (SPCP) method by using a frequency-domain noise regularization function. An experiment demonstrates the feasibility of this new decomposition method.
KEY WORDS:
Traffic Matrix, Stable Principal Component Pursuit, Frequency-Domain Regularization, Iterative Algorithm.


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