Compressed sensing based on dictionary learning for extracting impulse components. - Xuefeng Chen 002; Zhaohui Du; Jimeng Li; Xiang Li 005; Han Zhang 036 (Signal Process., 2014)

Feature identification with compressive measurements for machine fault diagnosis. - Zhaohui Du; Xuefeng Chen 002; Han Zhang 036 (I2MTC, 2015)

Sparse Feature Identification Based on Union of Redundant Dictionary for Wind Turbine Gearbox Fault Diagnosis. - Zhaohui Du; Xuefeng Chen 002; Han Zhang 036; Ruqiang Yan 001 (IEEE Trans. Ind. Electron., 2015)

Sparsity-aware tight frame learning for rotary machine fault diagnosis. - Han Zhang 036; Xuefeng Chen 002; Zhaohui Du; Meng Ma; Xiaoli Zhang 004 (I2MTC, 2016)

Feature Identification With Compressive Measurements for Machine Fault Diagnosis. - Zhaohui Du; Xuefeng Chen 002; Han Zhang 036; Huihui Miao; Yanjie Guo; Boyuan Yang 002 (IEEE Trans. Instrum. Meas., 2016)

Compressed-Sensing-Based Periodic Impulsive Feature Detection for Wind Turbine Systems. - Zhaohui Du; Xuefeng Chen 002; Han Zhang 036; Boyuan Yang 002 (IEEE Trans. Ind. Informatics, 2017)

Learning Collaborative Sparsity Structure via Nonconvex Optimization for Feature Recognition. - Zhaohui Du; Xuefeng Chen 002; Han Zhang 036; Ruqiang Yan 001; Wotao Yin (IEEE Trans. Ind. Informatics, 2018)

Convolutional Sparse Learning for Blind Deconvolution and Application on Impulsive Feature Detection. - Zhaohui Du; Xuefeng Chen 002; Han Zhang 036 (IEEE Trans. Instrum. Meas., 2018)

Nonnegative bounded convolutional sparsity learning algorithm for envelope blind deconvolution. - Zhaohui Du; Han Zhang 036; Xuefeng Chen 002 (I2MTC, 2019)

A clustering low-rank approach for aero-enging bearing fault detection. - Han Zhang 036; Xuefeng Chen 002; Xiaoli Zhang 004 (I2MTC, 2019)

A Bi-Level Nested Sparse Optimization for Adaptive Mechanical Fault Feature Detection. - Han Zhang 036; Xuefeng Chen 002; Xiaoli Zhang 004; Xinrong Zhang (IEEE Access, 2020)

Nonnegative Bounded Convolutional Sparse Learning Method for Envelope Feature Deconvolution. - Zhaohui Du; Xuefeng Chen 002; Han Zhang 036; Yixin Yang 001 (IEEE Trans. Instrum. Meas., 2020)

Robust Sparse Threshold Optimization for Impulsive Blind Deconvolution. - Zhaohui Du; Han Zhang 036 (IEEE Trans. Instrum. Meas., 2021)

Multiscale Noise Reduction Attention Network for Aeroengine Bearing Fault Diagnosis. - Xing Wang; Han Zhang 036; Zhaohui Du (IEEE Trans. Instrum. Meas., 2023)

Sparse Optimization Driven Deep Unfolding Network for DOA Estimation. - Han Zhang 036; Xinlin Wang; Jianbo Lin; Zhaohui Du (I2MTC, 2024)

An Adaptive Multi-D-Norm-Driven Sparse Unfolding Deconvolutional Network for Bearing Fault Diagnosis. - Jianbo Lin; Han Zhang 036; Yunfei Li; Zhaohui Du (Sensors, 2024)