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Group-Sparse SVD Models via L-1- and L-0-norm Penalties and their Applications in Biological Data 期刊论文  OAI收割
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 2, 页码: 536-550
作者:  
Min, Wenwen;  Liu, Juan;  Zhang, Shihua
  |  收藏  |  浏览/下载:34/0  |  提交时间:2021/04/26
LOW-RANK MATRIX ITERATION USING POLYNOMIAL-FILTERED SUBSPACE EXTRACTION 期刊论文  OAI收割
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2020, 卷号: 42, 期号: 3, 页码: A1686-A1713
作者:  
Li, Yongfeng;  Liu, Haoyang;  Wen, Zaiwen;  Yuan, Ya-Xiang
  |  收藏  |  浏览/下载:21/0  |  提交时间:2020/09/23
A framework of constraint preserving update schemes for optimization on Stiefel manifold 期刊论文  OAI收割
MATHEMATICAL PROGRAMMING, 2015, 卷号: 153, 期号: 2, 页码: 535-575
作者:  
Jiang, Bo;  Dai, Yu-Hong
  |  收藏  |  浏览/下载:13/0  |  提交时间:2018/07/30
Improved TOPS about direction of arrival estimation for wideband signals (EI CONFERENCE) 会议论文  OAI收割
2011 International Conference on Vibration, Structural Engineering and Measurement, ICVSEM2011, October 21, 2011 - October 23, 2011, Shanghai, China
作者:  
He B.
收藏  |  浏览/下载:18/0  |  提交时间:2013/03/25
The study about the direction-of-arrival (DOA) estimation for wideband signals is a basic topic of Signal Processing. The method called test of orthogonality of projected subspaces (TOPS) does not require initial values to form focusing matrix compared with the coherent signal subspace method (CSSM)  but it has poor performance for coherent wideband signals at low signal-to-noise ratio (SNR). Based on the lack of the conventional TOPS  this paper reconstructs a set of new matrices with the narrowband correlated matrices coming from the DFT decomposition of the array output and modifies the method frame of the conventional TOPS. So we get a set of reconstructed matrices with full rank corresponding to each frequency bin  and which have no array aperture loss. The improved TOPS can estimate the DOA for coherent wideband sources at low SNR  and enhances the performance of the conventional TOPS. Simulation results show that the improved TOPS is effective  and the total performance of which is similar to the rotational signal-subspace (RSS) method. (2012) Trans Tech Publications.  
Ranks of solutions of the linear matrix equation AX plus YB = C 期刊论文  OAI收割
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2006, 卷号: 52, 期号: 6-7, 页码: 861-872
作者:  
Yong Hui Liu
  |  收藏  |  浏览/下载:21/0  |  提交时间:2018/07/30