Cargando…

Multi-Sensor and Decision-Level Fusion-Based Structural Damage Detection Using a One-Dimensional Convolutional Neural Network

This paper presents a novel approach to substantially improve the detection accuracy of structural damage via a one-dimensional convolutional neural network (1-D CNN) and a decision-level fusion strategy. As structural damage usually induces changes in the dynamic responses of a structure, a CNN can...

Descripción completa

Detalles Bibliográficos
Autores principales:	Teng, Shuai, Chen, Gongfa, Liu, Zongchao, Cheng, Li, Sun, Xiaoli
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8226517/ https://www.ncbi.nlm.nih.gov/pubmed/34201143 http://dx.doi.org/10.3390/s21123950

Ejemplares similares

Application of convolutional neural networks based on Bayesian optimization to landslide susceptibility mapping of transmission tower foundation
por: Lin, Mansheng, et al.
Publicado: (2023)

One-Stage Multi-Sensor Data Fusion Convolutional Neural Network for 3D Object Detection
por: Li, Minle, et al.
Publicado: (2019)

Low-Cost CO Sensor Calibration Using One Dimensional Convolutional Neural Network
por: Ali, Sharafat, et al.
Publicado: (2023)

IMU-Based Gait Recognition Using Convolutional Neural Networks and Multi-Sensor Fusion
por: Dehzangi, Omid, et al.
Publicado: (2017)

Bioluminescence Tomography Based on One-Dimensional Convolutional Neural Networks
por: Yu, Jingjing, et al.
Publicado: (2021)

Drivers’ Mental Engagement Analysis Using Multi-Sensor Fusion Approaches Based on Deep Convolutional Neural Networks
por: Aminosharieh Najafi, Taraneh, et al.
Publicado: (2023)

Multi-Stream Convolution-Recurrent Neural Networks Based on Attention Mechanism Fusion for Speech Emotion Recognition
por: Tao, Huawei, et al.
Publicado: (2022)

Heterogeneous Iris One-to-One Certification with Universal Sensors Based On Quality Fuzzy Inference and Multi-Feature Fusion Lightweight Neural Network
por: Shuai, Liu, et al.
Publicado: (2020)

Component Analysis of Gas Mixture Based on One-Dimensional Convolutional Neural Network
por: Zhan, Canjian, et al.
Publicado: (2021)

An Adaptive Multi-Sensor Data Fusion Method Based on Deep Convolutional Neural Networks for Fault Diagnosis of Planetary Gearbox
por: Jing, Luyang, et al.
Publicado: (2017)

Recognition of Abnormal Chest Compression Depth Using One-Dimensional Convolutional Neural Networks
por: Zhao, Liang, et al.
Publicado: (2021)

Discriminating the occurrence of inundation in tsunami early warning with one-dimensional convolutional neural networks
por: Núñez, Jorge, et al.
Publicado: (2022)

Pavement Roughness Grade Recognition Based on One-dimensional Residual Convolutional Neural Network
por: Xu, Juncai, et al.
Publicado: (2023)

Classification of Food Additives Using UV Spectroscopy and One-Dimensional Convolutional Neural Network
por: Potărniche, Ioana-Adriana, et al.
Publicado: (2023)

Stochastic Decision Fusion of Convolutional Neural Networks for Tomato Ripeness Detection in Agricultural Sorting Systems
por: Ko, KwangEun, et al.
Publicado: (2021)

Multi-Modality Medical Image Fusion Using Convolutional Neural Network and Contrast Pyramid
por: Wang, Kunpeng, et al.
Publicado: (2020)

The Multi-Focus-Image-Fusion Method Based on Convolutional Neural Network and Sparse Representation
por: Wei, Bingzhe, et al.
Publicado: (2021)

Multi-Scale Feature Fusion Convolutional Neural Network for Indoor Small Target Detection
por: Huang, Li, et al.
Publicado: (2022)

Application of convolutional neural network in fusion and classification of multi-source remote sensing data
por: Ye, Fanghong, et al.
Publicado: (2022)

Dynamic Gesture Recognition Algorithm Based on 3D Convolutional Neural Network
por: Liu, Yuting, et al.
Publicado: (2021)

Multimodal Sensor Motion Intention Recognition Based on Three-Dimensional Convolutional Neural Network Algorithm
por: Wen, Mofei, et al.
Publicado: (2021)

Automatic Concrete Damage Recognition Using Multi-Level Attention Convolutional Neural Network
por: Shin, Hyun Kyu, et al.
Publicado: (2020)

Prediction of DNA Methylation based on Multi-dimensional feature encoding and double convolutional fully connected convolutional neural network
por: Hu, Wenxing, et al.
Publicado: (2023)

Radar Emitter Signal Recognition Based on One-Dimensional Convolutional Neural Network with Attention Mechanism
por: Wu, Bin, et al.
Publicado: (2020)

Auxiliary Diagnostic Method for Patellofemoral Pain Syndrome Based on One-Dimensional Convolutional Neural Network
por: Shi, Wuxiang, et al.
Publicado: (2021)

Localizing Perturbations in Pressurized Water Reactors Using One-Dimensional Deep Convolutional Neural Networks
por: Pantera, Laurent, et al.
Publicado: (2021)

Locating critical events in AFM force measurements by means of one-dimensional convolutional neural networks
por: Sotres, Javier, et al.
Publicado: (2022)

An Ensemble Convolutional Neural Networks for Bearing Fault Diagnosis Using Multi-Sensor Data
por: Liu, Yang, et al.
Publicado: (2019)

Multi-Focus Image Fusion Based on Convolution Neural Network for Parkinson’s Disease Image Classification
por: Dai, Yin, et al.
Publicado: (2021)

Human Fall Detection Using 3D Multi-Stream Convolutional Neural Networks with Fusion
por: Alanazi, Thamer, et al.
Publicado: (2022)

Multi-Scale Feature Learning Convolutional Neural Network for Image Denoising
por: Zhang, Shuo, et al.
Publicado: (2023)

Multi-view classification with convolutional neural networks
por: Seeland, Marco, et al.
Publicado: (2021)

Retracted: Multimodal Sensor Motion Intention Recognition Based on Three-Dimensional Convolutional Neural Network Algorithm
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

Construction project risk prediction model based on EW-FAHP and one dimensional convolution neural network
por: Zhong, Yawen, et al.
Publicado: (2021)

Bearing Fault Diagnosis Using Lightweight and Robust One-Dimensional Convolution Neural Network in the Frequency Domain
por: Hakim, Mohammed, et al.
Publicado: (2022)

Evaluation of Hepatic Fibrosis Using Ultrasound Backscattered Radiofrequency Signals and One-Dimensional Convolutional Neural Networks
por: Huang, Yong, et al.
Publicado: (2022)

Detection of Cardiovascular Disease from Clinical Parameters Using a One-Dimensional Convolutional Neural Network
por: Khan Mamun, Mohammad Mahbubur Rahman, et al.
Publicado: (2023)

Recognition of Damaged Arrow-Road Markings by Visible Light Camera Sensor Based on Convolutional Neural Network
por: Vokhidov, Husan, et al.
Publicado: (2016)

Multi-National Banknote Classification Based on Visible-light Line Sensor and Convolutional Neural Network
por: Pham, Tuyen Danh, et al.
Publicado: (2017)

Identification of Potential Parkinson’s Disease Drugs Based on Multi-Source Data Fusion and Convolutional Neural Network
por: Liu, Jie, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_bne0g27qh91eeie1lsqkv2ib45