Physical interpretation of independent component analysis in structural dynamics

By Gaetan Kerschen, F. Poncelet, Jean-Claude Golinval. 2007

263 citations recorded by the source corpus.

Subfields: Civil and Structural Engineering, Control and Systems Engineering, Signal Processing

View Paper: https://www.semanticscholar.org/paper/8224cabe2c2469d378ec5082f4bcb5a9f30ae240

Citations in the corpus

• Machine learning paradigm for structural health monitoring (2020, unknown): “According to the theory of blind source separation (BSS), 20,21 the obtained most independent components from structural responses data are the most closet to the modal responses, and there are two aspects of measuring the independence, namely, Gaussianity and uncorrelation.”