A Class of Weighted Low Rank Approximation of the Positive Semidefinite Hankel Matrix

We consider the weighted low rank approximation of the positive semidefinite Hankel matrix problem arising in signal processing. By using the Vandermonde representation, we firstly transform the problem into an unconstrained optimization problem and then use the nonlinear conjugate gradient algorith...

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Bibliographic Details
Main Authors: Jianchao Bai, Xuefeng Duan, Kexin Cheng, Xuewei Zhang
Format: Article
Language:English
Published: Wiley 2015-01-01
Series:Journal of Applied Mathematics
Online Access:http://dx.doi.org/10.1155/2015/937573
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