A structural damage detection algorithm based on discrete wavelet transform and ensemble pattern recognition models

Milad Fallahian; Ehsan Ahmadi; Faramarz Khoshnoudian

doi:10.1007/s13349-021-00546-0

A structural damage detection algorithm based on discrete wavelet transform and ensemble pattern recognition models

Milad Fallahian
, Ehsan Ahmadi^*
, Faramarz Khoshnoudian

^*Corresponding author for this work

Amirkabir University of Technology

Research output: Contribution to journal › Article › peer-review

40 Citations (SciVal)

Original language	English
Journal	Journal of Civil Structural Health Monitoring
DOIs	https://doi.org/10.1007/s13349-021-00546-0
Publication status	Published (VoR) - 8 Jan 2022

Keywords

structural damage detection
discrete wavelet transform
principal component analysis
deep neural networks
couple sparse coding
ensemble classifiers

Access to Document

10.1007/s13349-021-00546-0

Cite this

@article{ad04ee29ffb74c3284c616105a29621b,

title = "A structural damage detection algorithm based on discrete wavelet transform and ensemble pattern recognition models",

keywords = "structural damage detection, discrete wavelet transform, principal component analysis, deep neural networks, couple sparse coding, ensemble classifiers",

author = "Milad Fallahian and Ehsan Ahmadi and Faramarz Khoshnoudian",

note = "Publisher Copyright: {\textcopyright} 2022, Springer-Verlag GmbH Germany, part of Springer Nature.",

year = "2022",

month = jan,

day = "8",

doi = "10.1007/s13349-021-00546-0",

language = "English",

journal = "Journal of Civil Structural Health Monitoring",

issn = "2190-5452",

publisher = "Springer",

}

TY - JOUR

T1 - A structural damage detection algorithm based on discrete wavelet transform and ensemble pattern recognition models

AU - Fallahian, Milad

AU - Ahmadi, Ehsan

AU - Khoshnoudian, Faramarz

PY - 2022/1/8

Y1 - 2022/1/8

KW - structural damage detection

KW - discrete wavelet transform

KW - principal component analysis

KW - deep neural networks

KW - couple sparse coding

KW - ensemble classifiers

UR - https://www.scopus.com/pages/publications/85122705653

UR - https://www.scopus.com/pages/publications/85122705653#tab=citedBy

UR - https://www.open-access.bcu.ac.uk/12561/

U2 - 10.1007/s13349-021-00546-0

DO - 10.1007/s13349-021-00546-0

M3 - Article

SN - 2190-5452

JO - Journal of Civil Structural Health Monitoring

JF - Journal of Civil Structural Health Monitoring

ER -

A structural damage detection algorithm based on discrete wavelet transform and ensemble pattern recognition models

Keywords

Access to Document

Other files and links

Fingerprint

Cite this