Blind Identification of Output-Only Systems and Structural Damage via Sparse Representations

[1]  Patrick T. Brewick,et al.  Exploration of the Impacts of Driving Frequencies on Damping Estimates , 2015 .

[2]  Yongchao Yang,et al.  Blind identification of damage in time-varying systems using independent component analysis with wavelet transform , 2014 .

[3]  Yongchao Yang,et al.  Data Compression of Structural Seismic Responses via Principled Independent Component Analysis , 2014 .

[4]  Satish Nagarajaiah,et al.  Structural damage identification via a combination of blind feature extraction and sparse representation classification , 2014 .

[5]  Satish Nagarajaiah,et al.  Blind denoising of structural vibration responses with outliers via principal component pursuit , 2013, Structural Control and Health Monitoring.

[6]  Yongchao Yang,et al.  Blind modal identification of output‐only structures in time‐domain based on complexity pursuit , 2013 .

[7]  Yongchao Yang,et al.  Time-Frequency Blind Source Separation Using Independent Component Analysis for Output-Only Modal Identification of Highly Damped Structures , 2013 .

[8]  Yongchao Yang,et al.  Output-only modal identification with limited sensors using sparse component analysis , 2013 .

[9]  Ertugrul Taciroglu,et al.  Response‐only modal identification of structures using strong motion data , 2013 .

[10]  Ertugrul Taciroglu,et al.  Response‐only modal identification of structures using limited sensors , 2013 .

[11]  Jérôme Antoni,et al.  A study and extension of second-order blind source separation to operational modal analysis , 2013 .

[12]  S. Narasimhan,et al.  Blind identification of earthquake-excited structures , 2012 .

[13]  S. Narasimhan,et al.  Decentralized modal identification using sparse blind source separation , 2011 .

[14]  Mahesh D. Pandey,et al.  Modified Cross-Correlation Method for the Blind Identification of Structures , 2010 .

[15]  S. Narasimhan,et al.  Wavelet-based blind identification of the UCLA Factor building using ambient and earthquake responses , 2010 .

[16]  Satish Nagarajaiah,et al.  Output only modal identification and structural damage detection using time frequency & wavelet techniques , 2009 .

[17]  D. C. Zimmerman,et al.  A framework for blind modal identification using joint approximate diagonalization , 2008 .

[18]  Biswajit Basu,et al.  Online Identification of Linear Time-varying Stiffness of Structural Systems by Wavelet Analysis , 2008 .

[19]  D. Chelidze,et al.  Blind source separation based vibration mode identification , 2007 .

[20]  Satish Nagarajaiah,et al.  Detecting Sensor Failure via Decoupled Error Function and Inverse Input–Output Model , 2007 .

[21]  Jean-Claude Golinval,et al.  Physical interpretation of independent component analysis in structural dynamics , 2007 .

[22]  G. Kerschen,et al.  Output-only modal analysis using blind source separation techniques , 2007 .

[23]  Satish Nagarajaiah,et al.  Structural Health Monitoring using ARMarkov Observers , 2006 .

[24]  Rémi Gribonval,et al.  A survey of Sparse Component Analysis for blind source separation: principles, perspectives, and new challenges , 2006, ESANN.

[25]  J. Antoni.  Blind separation of vibration components: Principles and demonstrations , 2005 .

[26]  Satish Nagarajaiah,et al.  Actuator Failure Detection Through Interaction Matrix Formulation , 2005 .

[27]  Satish Nagarajaiah,et al.  Real-Time Structural Damage Monitoring by Input Error Function , 2005 .

[28]  Zhaoshui He,et al.  A Note on Stone's Conjecture of Blind Signal Separation , 2005, Neural Computation.

[29]  James V. Stone.  Independent Component Analysis: A Tutorial Introduction , 2007 .

[30]  Satish Nagarajaiah,et al.  Time segmented least squares identification of base isolated buildings , 2004, Soil Dynamics and Earthquake Engineering.

[31]  Satish Nagarajaiah,et al.  Reduced order observer based identification of base isolated buildings , 2003 .

[32]  Satish Nagarajaiah,et al.  Base-Isolated FCC Building: Impact Response in Northridge Earthquake , 2001 .

[33]  James V. Stone.  Blind Source Separation Using Temporal Predictability , 2001, Neural Computation.

[34]  Satish Nagarajaiah,et al.  Response of Base-Isolated USC Hospital Building in Northridge Earthquake , 2000 .

[35]  Erkki Oja,et al.  Independent component analysis: algorithms and applications , 2000, Neural Networks.