Title
Performance Analysis of Sparsity-Based Parameter Estimation.
Abstract
Since the advent of the ℓ1 regularized least squares method (LASSO), a new line of research has emerged, which has been geared toward the application of the LASSO to parameter estimation problems. Recent years witnessed a considerable progress in this area. The notorious difficulty with discretization has been settled in the recent literature, and an entirely continuous estimation method is now av...
Year
DOI
Venue
2017
10.1109/TSP.2017.2755602
IEEE Transactions on Signal Processing
Keywords
Field
DocType
Parameter estimation,Noise measurement,Estimation,Signal to noise ratio,Error analysis,Signal resolution
Discretization,Mathematical optimization,Direction of arrival,Elastic net regularization,Lasso (statistics),Regularization (mathematics),Without loss of generality,Estimation theory,Mathematics,Estimator
Journal
Volume
Issue
ISSN
65
24
1053-587X
Citations 
PageRank 
References 
0
0.34
20
Authors
2
Name
Order
Citations
PageRank
Ashkan Panahi19313.97
M. Viberg2917188.13