Structural response recovery based on improved multi-scale principal component analysis considering sensor performance degradation

This article proposes an improved multi-scale principal component analysis approach to recover the structural dynamic response in the time domain from data measured by performance-deteriorated sensors. The proposed approach builds on discrete wavelet transform, principal component analysis, and inve...

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Bibliographic Details
Main Authors: Ma, S., Li, Jun, Hao, Hong, Jiang, S.
Format: Journal Article
Published: Multi-Science Publishing 2018
Online Access:http://hdl.handle.net/20.500.11937/61302