A fast sparsity-free compressive sensing approach for vibration data reconstruction using deep convolutional GAN

Compressive sensing of wind speed data of large-scale spatial structures with dedicated dictionary using time-shift strategy

(2021) Hua-Ping Wan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Load-Effect Separation of a Large-Span Prestressed Structure Based on an Enhanced EEMD-ICA Methodology

(2021) Yaozhi Luo et al.   JOURNAL OF STRUCTURAL ENGINEERING

Array programming with NumPy

(2020) Charles R. Harris et al.   NATURE

Compressive-sensing data reconstruction for structural health monitoring: a machine-learning approach

(2019) Yuequan Bao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Compressive sensing of wind speed based on non-convex ℓp-norm sparse regularization optimization for structural health monitoring

(2019) Jingwen Yan et al.   ENGINEERING STRUCTURES

DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

(2018) Guang Yang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Wireless and real-time structural damage detection: A novel decentralized method for wireless sensor networks

(2018) Onur Avci et al.   JOURNAL OF SOUND AND VIBRATION

Bayesian Modeling Approach for Forecast of Structural Stress Response Using Structural Health Monitoring Data

(2018) Hua-Ping Wan et al.   JOURNAL OF STRUCTURAL ENGINEERING

Field measurement system based on a wireless sensor network for the wind load on spatial structures: Design, experimental, and field validation

(2018) Y.C. Wang et al.   Structural Control & Health Monitoring

Bayesian Modeling Approach for Forecast of Structural Stress Response Using Structural Health Monitoring Data

(2018) Hua-Ping Wan et al.   JOURNAL OF STRUCTURAL ENGINEERING

A Systematic Review of Compressive Sensing: Concepts, Implementations and Applications

(2018) Meenu Rani et al.   IEEE Access

Structural Health Monitoring Using Wireless Sensor Networks: A Comprehensive Survey

(2017) Adam B. Noel et al.   IEEE Communications Surveys and Tutorials

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

(2017) Osama Abdeljaber et al.   JOURNAL OF SOUND AND VIBRATION

Compressive sensing for efficient health monitoring and effective damage detection of structures

(2017) Madhuka Jayawardhana et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Compressive sensing of wireless sensors based on group sparse optimization for structural health monitoring

(2017) Yuequan Bao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Development of a Customized Wireless Sensor System for Large-Scale Spatial Structures and Its Applications in Two Cases

(2016) Yanbin Shen et al.   International Journal of Structural Stability and Dynamics

Data Gathering with Compressive Sensing in Wireless Sensor Networks: A Random Walk Based Approach

(2015) Haifeng Zheng et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Sparsel1optimization-based identification approach for the distribution of moving heavy vehicle loads on cable-stayed bridges

(2015) Yuequan Bao et al.   Structural Control & Health Monitoring

Energy efficiency in wireless sensor networks: A top-down survey

(2014) Tifenn Rault et al.   Computer Networks

Compressive sensing-based lost data recovery of fast-moving wireless sensing for structural health monitoring

(2014) Yuequan Bao et al.   Structural Control & Health Monitoring

System Identification Methods for (Operational) Modal Analysis: Review and Comparison

(2012) Edwin Reynders   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Compressive sampling for accelerometer signals in structural health monitoring

(2010) Yuequan Bao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

CoSaMP: Iterative signal recovery from incomplete and inaccurate samples

(2008) D. Needell et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

An Introduction To Compressive Sampling

(2008) E.J. Candes et al.   IEEE SIGNAL PROCESSING MAGAZINE

Bayesian Compressive Sensing

(2008) Shihao Ji et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING