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CAS IR Grid
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数学与系统科学研究院 [4]
长春光学精密机械与物... [1]
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OAI收割 [5]
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期刊论文 [4]
会议论文 [1]
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2021 [1]
2020 [1]
2015 [1]
2012 [1]
2006 [1]
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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
Sparse SVD
low-rank matrix decomposition
group-sparse penalty
overlapping group-sparse penalty
coordinate descent method
alternating direction method of multipliers (ADMM)
data mining
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
low-rank matrix iteration
eigenvalue decomposition
inexact optimization method
polynomial filter
subspace extraction
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
Stiefel manifold
Orthogonality constraint
Sphere constraint
Range space
Null space
Barzilai-Borwein-like method
Feasible
Adaptive nonmonotone line search
Low-rank correlation matrix
Kohn-Sham total energy minimization
Heterogeneous quadratic functions
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
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收藏
  |  
浏览/下载:21/0
  |  
提交时间:2018/07/30
matrix equation
solvability condition
general solution
maximal rank
minimal rank
common solution
generalized inverse
matrix rank method