Guanghua Xu

Orcid: 0000-0002-4666-4625

According to our database1, Guanghua Xu authored at least 128 papers between 2006 and 2024.

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Bibliography

2024
Filter bank second-order underdamped stochastic resonance analysis for implementing a short-term high-speed SSVEP detection.
NeuroImage, January, 2024

The effects of synchronous and asynchronous steady-state auditory-visual motion on EEG characteristics in healthy young adults.
Expert Syst. Appl., 2024

Facilitating applications of SSVEP-BCI by effective Cross-Subject knowledge transfer.
Expert Syst. Appl., 2024

Second-order difference scatterplot-based transition network with Riemann similarity measure for epilepsy classification.
Biomed. Signal Process. Control., 2024

FIT3D: Real-time Flatness Inspection Algorithm for Ceramic Tiles using the Structured Light 3D Scanner.
Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023
Typical stochastic resonance models and their applications in steady-state visual evoked potential detection technology.
Expert Syst. Appl., September, 2023

Networked scatter plot bidirectional coupling detection and its application in the diagnosis of depression.
Biomed. Signal Process. Control., September, 2023

An Anthropomorphic Robotic Hand With a Soft-Rigid Hybrid Structure and Positive- Negative Pneumatic Actuation.
IEEE Robotics Autom. Lett., July, 2023

A low-cost and portable wrist exoskeleton using EEG-sEMG combined strategy for prolonged active rehabilitation.
Frontiers Neurorobotics, June, 2023

A Multi-Channel Ensemble Method for Error-Related Potential Classification Using 2D EEG Images.
Sensors, March, 2023

The EEG Study on Addictive Inducement of Game Disorder in Undergraduate Students.
IEEE Trans. Instrum. Meas., 2023

Evaluation of the Running Status of Ball Bearings Using Ultrasonic Signals.
Proceedings of the 9th International Conference on Mechatronics and Robotics Engineering, 2023

Gym Exercises Monitoring with Smart Gloves: Exercise Recognition, Repetition Counting, and Imbalance Quantification.
Proceedings of the 15th International Conference on Machine Learning and Computing, 2023

Bionic intelligent ankle-foot prosthesis based on the conjugate curved surface.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Supine Infant Pose Estimation via Single Depth Image.
IEEE Trans. Instrum. Meas., 2022

Dual-Weight Consistency-Induced Partial Domain Adaptation Network for Intelligent Fault Diagnosis of Machinery.
IEEE Trans. Instrum. Meas., 2022

Class-Imbalance Adversarial Transfer Learning Network for Cross-Domain Fault Diagnosis With Imbalanced Data.
IEEE Trans. Instrum. Meas., 2022

Smart-Sleeve: A Wearable Textile Pressure Sensor Array for Human Activity Recognition.
Sensors, 2022

Effects of Paradigm Color and Screen Brightness on Visual Fatigue in Light Environment of Night Based on Eye Tracker and EEG Acquisition Equipment.
Sensors, 2022

Domain-Adaptive Prototype-Recalibrated Network with Transductive Learning Paradigm for Intelligent Fault Diagnosis under Various Limited Data Conditions.
Sensors, 2022

Poincaré Plot Nonextensive Distribution Entropy: A New Method for Electroencephalography (EEG) Time Series.
Sensors, 2022

Fusing Topology Optimization and Pseudo-Rigid-Body Method For the Development of a Finger Exoskeleton.
IEEE Robotics Autom. Lett., 2022

Facial Expressions-Controlled Flight Game With Haptic Feedback for Stroke Rehabilitation: A Proof-of-Concept Study.
IEEE Robotics Autom. Lett., 2022

2021
Corporate Social Responsibility Performance-Evaluation Based on Analytic Hierarchy Process-Fuzzy Comprehensive Evaluation Model.
Wirel. Pers. Commun., 2021

Automatically Measure the Quality of Infants' Spontaneous Movement via Videos to Predict the Risk of Cerebral Palsy.
IEEE Trans. Instrum. Meas., 2021

On-Machine Measurement and Evaluation for the Turned Wheel Profile of Rail Vehicle.
IEEE Trans. Instrum. Meas., 2021

On-Machine Measurement of Wheel Tread Profile With the 1-D Laser Sensor.
IEEE Trans. Instrum. Meas., 2021

A Three-Phase Current Tacholess Envelope Order Analysis Method for Feature Extraction of Planetary Gearbox under Variable Speed Conditions.
Sensors, 2021

Attention Enhancement for Exoskeleton-Assisted Hand Rehabilitation Using Fingertip Haptic Stimulation.
Frontiers Robotics AI, 2021

Comparison of machine learning methods in sEMG signal processing for shoulder motion recognition.
Biomed. Signal Process. Control., 2021

A wearable fiber-optic sensor for monitoring human elbow and wrist joint motion.
Adv. Robotics, 2021

RGB-D Videos-Based Early Prediction of Infant Cerebral Palsy via General Movements Complexity.
IEEE Access, 2021

A General Arthropod Joint Model and its Applications in Modeling Human Robotic Joints.
IEEE Access, 2021

Asynchronous steady-state visual evoked potential brain-computer interface application: True and false positive rate comparison between with and without eye-tracking switch paradigms.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021

Real-time Multiple-Channel Shoulder EMG Processing for a Rehabilitative Upper-limb Exoskeleton Motion Control Using ANN Machine Learning.
Proceedings of the 27th International Conference on Mechatronics and Machine Vision in Practice, 2021

Improved Real-time EMG Decomposition via Signal Enhancement Using Fitzhugh-Nagumo Model.
Proceedings of the 27th International Conference on Mechatronics and Machine Vision in Practice, 2021

Developing of A Rigid-Compliant Finger Joint Exoskeleton Using Topology Optimization Method.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

A Convolution Neural Network with Mixed-Size Kernels for Time-Frequency Characteristics of Motor Imagery.
Proceedings of the ICCAI '21: 2021 7th International Conference on Computing and Artificial Intelligence, Tianjin China, April 23, 2021

A novel wrist rehabilitation exoskeleton using 3D-printed multi-segment mechanism.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Deep joint convolutional neural network with double-level attention mechanism for multi-sensor bearing performance degradation assessment.
Proceedings of the ACAI 2021: 4th International Conference on Algorithms, Computing and Artificial Intelligence, Sanya, China, December 22, 2021

2020
Application of Improved AHP-BP Neural Network in CSR Performance Evaluation Model.
Wirel. Pers. Commun., 2020

Assessment of Human Visual Acuity Using Visual Evoked Potential: A Review.
Sensors, 2020

Application of Transfer Learning in EEG Decoding Based on Brain-Computer Interfaces: A Review.
Sensors, 2020

Data Augmentation for Motor Imagery Signal Classification Based on a Hybrid Neural Network.
Sensors, 2020

Instance Transfer Subject-Dependent Strategy for Motor Imagery Signal Classification Using Deep Convolutional Neural Networks.
Comput. Math. Methods Medicine, 2020

Design and performance characterization of a soft robot hand with fingertip haptic feedback for teleoperation.
Adv. Robotics, 2020

Threshold Determination Criterion in Steady-State Visual Evoked Potential-Based Acuity Assessment: A Comparison of Four Common Methods.
IEEE Access, 2020

Impulse Feature Extraction of Bearing Faults Based on Convolutive Nonnegative Matrix Factorization.
IEEE Access, 2020

Deep Residual Network for Identifying Bearing Fault Location and Fault Severity Concurrently.
IEEE Access, 2020

FPGA Implementation of Visual Noise Optimized Online Steady-State Motion Visual Evoked Potential BCI System<sup>*</sup>.
Proceedings of the 17th International Conference on Ubiquitous Robots, 2020

A Novel Motion-Onset N200\P300 Brain-Computer Interface Paradigm<sup>*</sup>.
Proceedings of the 17th International Conference on Ubiquitous Robots, 2020

Trajectory Planning of Upper Limb Rehabilitation Robot Based on Human Pose Estimation.
Proceedings of the 17th International Conference on Ubiquitous Robots, 2020

A soft robotic glove for hand rehabilitation training controlled by movements of the healthy hand.
Proceedings of the 17th International Conference on Ubiquitous Robots, 2020

Accelerating Method of Evolutionary Ensemble Learning Based on Gaussian Random Field.
Proceedings of the Simulation Tools and Techniques - 12th EAI International Conference, 2020

An Asynchronous Detection Algorithm for SSVEP-Based BCI Using Gradient Boosting Decision Tree.
Proceedings of the ICCPR 2020: 9th International Conference on Computing and Pattern Recognition, Xiamen, China, October 30, 2020

An Optic Disc Localization Method Based on Optic Disc Appearance Characteristics and Blood Vessel Structure.
Proceedings of the ICCPR 2020: 9th International Conference on Computing and Pattern Recognition, Xiamen, China, October 30, 2020

Human 3D pose estimation in a lying position by RGB-D images for medical diagnosis and rehabilitation.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Classification of single-trial motor imagery EEG by complexity regularization.
Neural Comput. Appl., 2019

Quantifying mode mixing and leakage in multivariate empirical mode decomposition and application in motor imagery-based brain-computer interface system.
Medical Biol. Eng. Comput., 2019

An Attention-Controlled Hand Exoskeleton for the Rehabilitation of Finger Extension and Flexion Using a Rigid-Soft Combined Mechanism.
Frontiers Neurorobotics, 2019

Simultaneous induction of SSMVEP and SMR Using a Gaiting video stimulus: a novel hybrid brain-computer interface.
CoRR, 2019

Steady-State Motion Visual Evoked Potential (SSMVEP) Enhancement Method Based on Time-Frequency Image Fusion.
Comput. Intell. Neurosci., 2019

Fusing Frontal and Occipital EEG Features to Detect "Brain Switch" by Utilizing Convolutional Neural Network.
IEEE Access, 2019

Performance Evaluation of a "Switch-To-Target" Based Asynchronous SSVEP BCI Paradigm<sup>*</sup>.
Proceedings of the 16th International Conference on Ubiquitous Robots, 2019

A New Brain-Computer Interface Paradigm based on Steady-State Visual Evoked Potential of Illusory Pattern Motion Perception<sup>*</sup>.
Proceedings of the 16th International Conference on Ubiquitous Robots, 2019

Pose Estimation Technique of Scattered Pistons Based on CAD Model and Global Feature.
Proceedings of the 16th International Conference on Ubiquitous Robots, 2019

Fuzzy-adaptive Impedance Control of Upper Limb Rehabilitation Robot Based on sEMG<sup>*</sup>.
Proceedings of the 16th International Conference on Ubiquitous Robots, 2019

A 3D-printed soft hand exoskeleton with finger abduction assistance.
Proceedings of the 16th International Conference on Ubiquitous Robots, 2019

Motion assistance and resistance using pseudo-haptic feedback for upper-limb rehabilitation.
Proceedings of the 16th International Conference on Ubiquitous Robots, 2019

An intensity-modulated fiber optic pressure sensor for hand-exoskeleton interactive force detection.
Proceedings of the 16th International Conference on Ubiquitous Robots, 2019

A Hybrid BCI Approach to Detect Brain Switch in Action Observation by Utilizing Convolution Neural Network.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

symmetric Multifractal Detrended Cross-Correlation Analysis of EEG and sEMG in The Processes of Myodynamia Changes.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Mid-Air Gestures for Multi-Fingered Virtual Assembly System with Leap Motion.
Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019

Two Frequencies Sequential Coding for the ASSR-based Brain-Computer Interface Application.
Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019

Asynchronous eye-tracking-actuated switch for steady-state visual evoked potential based brain-computer interface applications<sup>*</sup>.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Transfer Learning for Electrocardiogram Classification Under Small Dataset.
Proceedings of the Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting, 2019

A Novel Underactuated Robotic Finger with Variable Stiffness Joints.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Stereoscopic Motion Perception Research Based on Steady-state Visual Motion Evoked Potential.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Four Novel Motion Paradigms Based on Steady-State Motion Visual Evoked Potential.
IEEE Trans. Biomed. Eng., 2018

Detection of weak transient signals based on unsupervised learning for bearing fault diagnosis.
Neurocomputing, 2018

Human pose estimation method based on single depth image.
IET Comput. Vis., 2018

Enhanced Plasticity of Human Evoked Potentials by Visual Noise During the Intervention of Steady-State Stimulation Based Brain-Computer Interface.
Frontiers Neurorobotics, 2018

A Tendon-driven Upper-limb Rehabilitation Robot.
Proceedings of the 15th International Conference on Ubiquitous Robots, 2018

Comparison of Visual Cortex Functional Connectivity Patterns Based on Steady-state Monochromatic Flicker and Oscillating Checkerboard Visual Stimulus.
Proceedings of the 15th International Conference on Ubiquitous Robots, 2018

Improved Park's Vector Method and its Application in Planetary Gearbox Fault Diagnosis.
Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018

Lubrication Condition Monitoring and Evaluation of Rolling Bearing Based on Acoustic Emission.
Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018

Learning Deep Representation for Blades Icing Fault Detection of Wind Turbines.
Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018

SSVEP Transient Feature Extraction and Rapid Recognition Method Based on Bistable Stochastic Resonance.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Design of an Underactuated Prosthetic Hand with Flexible Multi-Joint Fingers and EEG-Based Control.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018

The cortical-muscular functional coupling performance evaluation based on harmonic wavelet and symbolic phase transfer entropy.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018

2017
EEG signal co-channel interference suppression based on image dimensionality reduction and permutation entropy.
Signal Process., 2017

The Role of Visual Noise in Influencing Mental Load and Fatigue in a Steady-State Motion Visual Evoked Potential-Based Brain-Computer Interface.
Sensors, 2017

Recognition of SSMVEP signals based on multi-channel integrated GT<sup>2</sup>circ statistic method.
Proceedings of the 14th International Conference on Ubiquitous Robots and Ambient Intelligence, 2017

Running state detection and performance evaluation method for feed mechanism of numerical control machine.
Proceedings of the 2017 IEEE International Conference on Prognostics and Health Management, 2017

Study on the effects of brightness contrast on steady-state motion visual evoked potential.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

A separated feature learning based DBN structure for classification of SSMVEP signals.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

An eighty-target high-speed Chinese BCI speller.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Fault diagnosis of mechanical equipment based on data visualization.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

2016
Minimum Circumscribed Circle and Maximum Inscribed Circle of Roundness Deviation Evaluation With Intersecting Chord Method.
IEEE Trans. Instrum. Meas., 2016

A motion rehabilitation self-training and evaluation system using Kinect.
Proceedings of the 13th International Conference on Ubiquitous Robots and Ambient Intelligence, 2016

A tactile sensing and feedback system for tumor localization.
Proceedings of the 13th International Conference on Ubiquitous Robots and Ambient Intelligence, 2016

Multi-scale Lempel-Ziv complexity analysis of brain states.
Proceedings of the 13th International Conference on Ubiquitous Robots and Ambient Intelligence, 2016

EEG-based mental fatigue detection by spectral non-negative matrix factorization.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Feature extraction for fault diagnosis utilizing supervised nonnegative matrix factorization combined statistical model.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

2015
Application of Wavelet Packet Entropy Flow Manifold Learning in Bearing Factory Inspection Using the Ultrasonic Technique.
Sensors, 2015

Remaining useful life estimation for mechanical systems based on similarity of phase space trajectory.
Expert Syst. Appl., 2015

An EEG-driven Lower Limb Rehabilitation Training System for Active and Passive Co-stimulation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Measuring cervical vertebra movements using kinect sensor.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Numerical Simulation of Nonlinear Lamb Waves Used in a Thin Plate for Detecting Buried Micro-Cracks.
Sensors, 2014

The Recovery of Weak Impulsive Signals Based on Stochastic Resonance and Moving Least Squares Fitting.
Sensors, 2014

2013
Parallel Diagnosis Model of Fatigue Driving Based on Vehicle Running Status.
J. Networks, 2013

2012
Long-term potential performance degradation analysis method based on dynamical probability model.
Expert Syst. Appl., 2012

A dynamic memory model for mechanical fault diagnosis using one-class support vector machine.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012

Research on fault identification for complex system based on generalized linear canonical correlation analysis.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012

2011
Research on Data Acquisition and Analysis of Circular Tests on Numerical Control Machine Tools Based on NC System.
Proceedings of the Second International Conference on Digital Manufacturing and Automation, 2011

2010
An automatic patient-specific seizure onset detection method in intracranial EEG based on incremental nonlinear dimensionalityreduction.
Comput. Biol. Medicine, 2010

Real-Time Performance Reliability Assessment Method Based on Dynamic Probability Model.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2010

2009
Real-coded chaotic quantum-inspired genetic algorithm for training of fuzzy neural networks.
Comput. Math. Appl., 2009

2008
An Improved Mixture Gaussian Models to Detect Moving Object Under Real-Time Complex Background.
Proceedings of the International Conference on Cyberworlds 2008, 2008

2007
A spike detection method in EEG based on improved morphological filter.
Comput. Biol. Medicine, 2007

An Epileptic Seizure Prediction Algorithm from Scalp EEG Based on Morphological Filter and Kolmogorov Complexity.
Proceedings of the Digital Human Modeling, 2007

2006
Investigation of Fast Algorithm for Correlation Integral Method.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

Immune Memory Network-Based Fault Diagnosis.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

An Integrated Information System for Route Inspection in Manufacturing.
Proceedings of the Research and Practical Issues of Enterprise Information Systems, 2006

A Data Collector for Route Inspection Based on Palm Handheld in Industry.
Proceedings of the Research and Practical Issues of Enterprise Information Systems, 2006

Study on Information Integration of Condition Monitoring and Fault Diagnosis System in Manufacturing.
Proceedings of the Research and Practical Issues of Enterprise Information Systems, 2006

An Automatic EEG Spike Detection Algorithm Using Morphological Filter.
Proceedings of the 2006 IEEE International Conference on Automation Science and Engineering, 2006

Self-adaptive Surge Adjustment based on Fast Correlation Integral Method in Centrifugal Compressors.
Proceedings of the 2006 IEEE International Conference on Automation Science and Engineering, 2006


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