A review of output-only structural mode identification literature employing blind source separation methods

A Sadhu, S Narasimhan, J Antoni - Mechanical Systems and Signal …, 2017 - Elsevier
Output-only modal identification has seen significant activity in recent years, especially in
large-scale structures where controlled input force generation is often difficult to achieve …

An improved time-varying empirical mode decomposition for structural condition assessment using limited sensors

P Singh, M Keyvanlou, A Sadhu - Engineering Structures, 2021 - Elsevier
The safety concerns of transport infrastructure around the world have significantly increased
over the past few years and pose a significant threat to the public and economic well-being …

Decentralized modal identification of structures using parallel factor decomposition and sparse blind source separation

A Sadhu, B Hazra, S Narasimhan - Mechanical Systems and Signal …, 2013 - Elsevier
In this paper, a novel decentralized modal identification method is proposed utilizing the
concepts of sparse blind source separation (BSS) and parallel factor decomposition. Unlike …

Tensor-based approach for underdetermined operational modal identification

W Guan, L Dong, J Zhou, J Yan - Mechanical Systems and Signal …, 2021 - Elsevier
During these years, blind source separation (BSS) techniques have been demonstrated as a
promising tool for operational modal identification of large-scale engineering structures only …

Advanced frequency-domain modal analysis for dealing with measurement noise and parameter uncertainty

M El-Kafafy, P Guillaume, B Peeters, F Marra… - Topics in Modal Analysis …, 2012 - Springer
Abstract The poly-reference Least Squares Complex Frequency-domain (pLSCF) estimator–
commercially known as the LMS PolyMAX method-has introduced an improvement in the …

Performance of tensor decomposition-based modal identification under nonstationary vibration

P Friesen, A Sadhu - Smart materials and structures, 2017 - iopscience.iop.org
Health monitoring of civil engineering structures is of paramount importance when they are
subjected to natural hazards or extreme climatic events like earthquake, strong wind gusts or …

Separation and identification of structural modes in largely underdetermined scenarios using frequency banding

R Castiglione, J Antoni, L Garibaldi - Journal of Sound and Vibration, 2018 - Elsevier
In recent years, blind source separation (BSS) has gained significant interest in the context
of operational modal analysis, as a non-parametric alternative to the identification of …

Sparse component analysis with optimized clustering for underdetermined blind modal identification

W Guan, L Dong, Y Cai, J Yan… - Measurement Science and …, 2019 - iopscience.iop.org
Modal identification performs one of the most important roles in structural dynamics analysis
and structural health monitoring, especially when the input excitations are not measurable …

Modal identification of practical engineering structures using second-order blind identification

K Lakshmi, VK Reddy, ARM Rao - Journal of The Institution of Engineers …, 2021 - Springer
It is highly desirable to have a reliable modal parameter estimation technique with output-
only measurements, especially for tall structures subjected to ambient wind loads. A modal …

A frequency domain blind identification method for operational modal analysis using a limited number of sensors

X Li, J Antoni, MJ Brennan, T Yang… - Journal of Vibration and …, 2020 - journals.sagepub.com
Operational modal analysis is an experimental modal analysis approach, which uses
vibration data collected when the structure is under operating conditions. Amongst the …