Real-time outlier detection in integrated GNSS and accelerometer structural health monitoring systems based on a robust multi-rate Kalman filter

The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms

P. D. Welch · IEEE Transactions on Audio and Electroacoustics · 1967 · 11.5K citations

Engineering, Measurement, Spectrum Estimation +18

Computer vision and deep learning–based data anomaly detection method for structural health monitoring

Yuequan Bao, Zhiyi Tang, Hui Li et al. · Structural Health Monitoring · 2018 · 567 citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +18

Adaptively robust filtering for kinematic geodetic positioning

Yuanxi Yang, Hongwen He, Guochang Xu · Journal of Geodesy · 2001 · 377 citations

Machine Vision, Engineering, Odometry +9

Multi-rate Kalman filtering for the data fusion of displacement and acceleration response measurements in dynamic system monitoring

Andrew W. Smyth, Meiliang Wu · Mechanical Systems and Signal Processing · 2006 · 346 citations

State Estimation, Dynamic Monitoring, Engineering +12

Robust estimator for correlated observations based on bifactor equivalent weights

Yuanxi Yang, Lynda Jiwen Song, Tianhe Xu · Journal of Geodesy · 2002 · 333 citations

State Estimation, Robust Estimator, Parameter Estimation +9