Comparative studies on damage identification with Tikhonov regularization and sparse regularization

Output-only modal identification by compressed sensing: Non-uniform low-rate random sampling

(2015) Yongchao Yang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Identification of isolated structural damage from incomplete spectrum information using l1-norm minimization

(2014) Eric M. Hernandez   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Output-only modal identification with limited sensors using sparse component analysis

(2013) Yongchao Yang et al.   JOURNAL OF SOUND AND VIBRATION

Structural damage identification via a combination of blind feature extraction and sparse representation classification

(2013) Yongchao Yang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Blind denoising of structural vibration responses with outliers via principal component pursuit

(2013) Yongchao Yang et al.   Structural Control & Health Monitoring

Generalization of the statistical moment-based damage detection method

(2013) J. Zhang et al.   STRUCTURAL ENGINEERING AND MECHANICS

Compressed sensing techniques for detecting damage in structures

(2013) David Mascareñas et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Recovering Compressively Sampled Signals Using Partial Support Information

(2011) Michael P. Friedlander et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Stochastic damage detection method for building structures with parametric uncertainties

(2011) Y.L. Xu et al.   JOURNAL OF SOUND AND VIBRATION

Alternating Direction Algorithms for $\ell_1$-Problems in Compressive Sensing

(2011) Junfeng Yang et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Structural identification through the measure of deterministic and stochastic time-domain dynamic response

(2010) P. Cacciola et al.   COMPUTERS & STRUCTURES

Application of L1-Norm Regularization to Epicardial Potential Solution of the Inverse Electrocardiography Problem

(2009) Subham Ghosh et al.   ANNALS OF BIOMEDICAL ENGINEERING

A coordinate gradient descent method for ℓ 1-regularized convex minimization

(2009) Sangwoon Yun et al.   COMPUTATIONAL OPTIMIZATION AND APPLICATIONS

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

(2009) Amir Beck et al.   SIAM Journal on Imaging Sciences

From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images

(2009) Alfred M. Bruckstein et al.   SIAM REVIEW

Enhancing Sparsity by Reweighted ℓ 1 Minimization

(2008) Emmanuel J. Candès et al.   JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS