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» On Weighted Structured Total Least Squares
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LSSC
2005
Springer
13 years 10 months ago
On Weighted Structured Total Least Squares
In this contribution we extend our previous results on the structured total least squares problem to the case of weighted cost functions. It is shown that the computational complex...
Ivan Markovsky, Sabine Van Huffel
SIAMMAX
2010
116views more  SIAMMAX 2010»
12 years 11 months ago
Structured Total Maximum Likelihood: An Alternative to Structured Total Least Squares
Abstract. Linear inverse problems with uncertain measurement matrices appear in many different applications. One of the standard techniques for solving such problems is the total l...
Amir Beck, Yonina C. Eldar
APPML
2007
106views more  APPML 2007»
13 years 5 months ago
Tikhonov regularization for weighted total least squares problems
In this paper, we study and analyze the regularized weighted total least squares (RWTLS) formulation. Our regularization of the weighted total least squares problem is based on th...
Yimin Wei, Naimin Zhang, Michael K. Ng, Wei Xu
SIGPRO
2011
201views Hardware» more  SIGPRO 2011»
12 years 12 months ago
Structured total least squares approach for efficient frequency estimation
Frankie K. W. Chan, H. C. So, W. H. Lau, Cheung-Fa...
TSP
2008
119views more  TSP 2008»
13 years 4 months ago
Universal Weighted MSE Improvement of the Least-Squares Estimator
Since the seminal work of Stein in the 1950s, there has been continuing research devoted to improving the total meansquared error (MSE) of the least-squares (LS) estimator in the l...
Yonina C. Eldar