2025
EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification.
IEEE J. Biomed. Health Informatics, April, 2025
Plug-and-Play sEMG-Driven Hand Gesture Recognition With Subdomain Adaptation for Exoskeleton Rehabilitation Gloves.
IEEE Trans. Instrum. Meas., 2025
Unsupervised Domain Adaptation With Pseudo-Label Propagation for Cross-Domain EEG Emotion Recognition.
IEEE Trans. Instrum. Meas., 2025
Narrowband constraint-enhanced successive variational mode decomposition.
Biomed. Signal Process. Control., 2025
2024
Logarithmic Cumulative Transformation: A Simple Yet Effective Approach for Bearing Remaining Useful Life Prediction.
IEEE Trans. Ind. Informatics, September, 2024
Quadratic Neuron-Empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection.
IEEE Trans. Artif. Intell., September, 2024
Design of Long-Life Wireless Near-Field Hydrogen Gas Sensor.
Sensors, February, 2024
BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration.
IEEE Trans. Instrum. Meas., 2024
Classifier-guided neural blind deconvolution: a physics-informed denoising module for bearing fault diagnosis under heavy noise.
CoRR, 2024
Remote Gait Behavior Monitoring System for Older People Based on Wearable Sensor.
Proceedings of the 2024 IEEE SENSORS, Kobe, Japan, October 20-23, 2024, 2024
2023
FBLPF-ABOW: An Effective Method for Blink Artifact Removal in Single-Channel EEG Signal.
IEEE J. Biomed. Health Informatics, December, 2023
Sparse Bayesian learning with automatic-weighting Laplace priors for sparse signal recovery.
Comput. Stat., December, 2023
A deep domain adaptation framework with correlation alignment for EEG-based motor imagery classification.
Comput. Biol. Medicine, September, 2023
Space alternating variational estimation based sparse Bayesian learning for complex-value sparse signal recovery using adaptive Laplace priors.
IET Signal Process., March, 2023
Construction and analysis of functional brain network based on emotional electroencephalogram.
Medical Biol. Eng. Comput., February, 2023
Attention-Embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2023
A New Virtual Tracking Sub-Algorithm Based Hybrid Active Control System for Narrowband Noise With Impulsive Interference.
IEEE ACM Trans. Audio Speech Lang. Process., 2023
Application of self-adaptive multiple-kernel extreme learning machine to improve MI-BCI performance of subjects with BCI illiteracy.
Biomed. Signal Process. Control., 2023
Vision Transformers(ViT) Pretraining on 3D ABUS Image and Dual-CapsViT: Enhancing ViT Decoding via Dual-Channel Dynamic Routing.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Gait Pattern Recognition Based on Plantar Pressure Signals and Acceleration Signals.
IEEE Trans. Instrum. Meas., 2022
Distribution Adaptation and Classification Framework Based on Multiple Kernel Learning for Motor Imagery BCI Illiteracy.
Sensors, 2022
Heterogeneous Autoencoder Empowered by Quadratic Neurons.
CoRR, 2022
Detection of alertness-related EEG signals based on decision fused BP neural network.
Biomed. Signal Process. Control., 2022
2021
Real-Time Gait Phase Recognition Based on Time Domain Features of Multi-MEMS Inertial Sensors.
IEEE Trans. Instrum. Meas., 2021
Acoustic DOA estimation using space alternating sparse Bayesian learning.
EURASIP J. Audio Speech Music. Process., 2021
Computer Artificial Intelligence Applied in the Judgement of Attentiveness Using EEG Signals Processing Technology.
Proceedings of the AIAM 2021: 3rd International Conference on Artificial Intelligence and Advanced Manufacture, Manchester, United Kingdom, October 23, 2021
2020
Resting state EEG-based sudden pain recognition method and experimental study.
Biomed. Signal Process. Control., 2020
Classification of Vigilance Based on EEG.
Proceedings of the ICGSP 2020: The 4th International Conference on Graphics and Signal Processing, 2020
2019
FPGA-based real-time compressed sensing of multichannel EEG signals for wireless body area networks.
Biomed. Signal Process. Control., 2019
A Sparse Bayesian Learning Based RIR Reconstruction Method for Acoustic Toa And DOA Estimation.
Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019
Indoor Sound Source Localization based on Sparse Bayesian Learning and Compressed Data.
Proceedings of the 27th European Signal Processing Conference, 2019
2018
An effective feature extraction method by power spectral density of EEG signal for 2-class motor imagery-based BCI.
Medical Biol. Eng. Comput., 2018
Foetal ECG extraction using non-linear adaptive noise canceller with multiple primary channels.
IET Signal Process., 2018
A novel bilinear functional link neural network filter for nonlinear active noise control.
Appl. Soft Comput., 2018
An active noise control system for the frequency mismatch problem in fan noise.
Proceedings of the 2018 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), 2018
2016
Efficient combination of feedforward and feedback structures for nonlinear narrowband active noise control.
Signal Process., 2016
A Multifunctional Sensor in Ternary Solution Using Canonical Correlations for Variable Links Assessment.
Sensors, 2016
Sleep staging from the EEG signal using multi-domain feature extraction.
Biomed. Signal Process. Control., 2016
A multifunctional wireless body area sensors network with real time embedded data analysis.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016
A modified FSLMS algorithm for nonlinear ANC.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016
An improved simulated annealing genetic algorithm of EEG feature selection in sleep stage.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016
2015
A simplified variable step-size LMS algorithm for Fourier analysis and its statistical properties.
Signal Process., 2015
A hybrid nonlinear adaptive noise canceller for fetal ECG extraction.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015
A complete parallel narrowband active noise control system based on residual error separation using variable leaky LMS.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015
2014
A new hybrid active noise control system with residual error separation structure.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014
A narrowband active noise control system with frequency mismatch compensation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014
Fetal ECG extraction using adaptive functional link artificial neural network.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014
Speech enhancement based on FLANN using both bone- and air-conducted measurements.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014
2013
A Variable Step-Size FXLMS Algorithm for Narrowband Active Noise Control.
IEEE Trans. Speech Audio Process., 2013
2012
Online state of charge EKF estimation for LiFePO4 battery management systems.
Proceedings of the International Symposium on Intelligent Signal Processing and Communications Systems, 2012
Analysis of broadband active noise control with multiple harmonic excitation.
Proceedings of the International Symposium on Intelligent Signal Processing and Communications Systems, 2012
Mean-sense behavior of filtered-X LMS algorithm in the presence of frequency mismatch.
Proceedings of the International Symposium on Intelligent Signal Processing and Communications Systems, 2012
2011
B-Spline Approximation Using an EKF for Signal Reconstruction of Nonlinear Multifunctional Sensors.
IEEE Trans. Instrum. Meas., 2011
High-precision time domain reactive power measurement in the presence of interharmonics.
J. Zhejiang Univ. Sci. C, 2011
2010
Analysis of Online Secondary-Path Modeling With Auxiliary Noise Scaled by Residual Noise Signal.
IEEE Trans. Speech Audio Process., 2010