Structural health monitoring by using a sparse coding-based deep learning algorithm with wireless sensor networks

Novel Sensor Design Using Photonic Crystal Fibres for Monitoring the Onset of Corrosion in Reinforced Concrete Structures

(2014) Colum McCague et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

A Method of Data Recovery Based on Compressive Sensing in Wireless Structural Health Monitoring

(2014) Sai Ji et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Dynamic structural health monitoring of a civil engineering structure with a POF accelerometer

(2014) Paulo Costa Antunes et al.   Sensor Review

Neural network approach for damaged area location prediction of a composite plate using electromechanical impedance technique

(2013) S. Na et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Robust Bayesian Compressive Sensing for Signals in Structural Health Monitoring

(2013) Yong Huang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Structural monitoring of a tower by means of MEMS-based sensing and enhanced autoregressive models

(2013) Roberto Guidorzi et al.   EUROPEAN JOURNAL OF CONTROL

Finite element modal analysis and vibration-waveforms in health inspection of old bridges

(2013) Salam Rahmatalla et al.   FINITE ELEMENTS IN ANALYSIS AND DESIGN

Identification of member connectivity and mass changes on a two-storey framed structure using frequency response functions and artificial neural networks

(2013) Ulrike Dackermann et al.   JOURNAL OF SOUND AND VIBRATION

Square-root unscented Kalman filtering-based localization and tracking in the Internet of Things

(2013) Junqi Guo et al.   Personal and Ubiquitous Computing

A structural damage detection indicator based on principal component analysis and statistical hypothesis testing

(2013) L E Mujica et al.   Smart Materials and Structures

A multi-scale sensing and diagnosis system combining accelerometers and gyroscopes for bridge health monitoring

(2013) S H Sung et al.   Smart Materials and Structures

Data-driven multivariate algorithms for damage detection and identification: Evaluation and comparison

(2013) Miguel A Torres-Arredondo et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Statistical analysis of stress spectra for fatigue life assessment of steel bridges with structural health monitoring data

(2012) X.W. Ye et al.   ENGINEERING STRUCTURES

Algorithm learning based neural network integrating feature selection and classification

(2012) Hyunsoo Yoon et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Analysis and assessment of bridge health monitoring mass data—progress in research/development of “Structural Health Monitoring”

(2012) AiQun Li et al.   Science China-Technological Sciences

Prognosis of Defect Propagation Based on Recurrent Neural Networks

(2011) Arnaz Malhi et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Substructure Vibration NARX Neural Network Approach for Statistical Damage Inference

(2011) Linjun Yan et al.   JOURNAL OF ENGINEERING MECHANICS

Monitoring of long-term static deformation data of Fei-Tsui arch dam using artificial neural network-based approaches

(2011) Ching-Yun Kao et al.   Structural Control & Health Monitoring

Health Condition Prediction of Gears Using a Recurrent Neural Network Approach

(2010) Zhigang Tian et al.   IEEE TRANSACTIONS ON RELIABILITY