Xu Zhang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 53

Top Topics

Transfer Learning

Indoor Positioning

Top Venues

IEEE Trans. Biomed. Eng.

IEEE J. Biomed. Health Informatics

IEEE Trans. Instrum. Meas.

Publications

Haowen Zhao, Xu Zhang, Maoqi Chen, Ping Zhou
Adaptive Online Decomposition of Surface EMG Using Progressive FastICA Peel-Off. IEEE Trans. Biomed. Eng. 71 (4) (2024)
Haowen Zhao, Xu Zhang, Maoqi Chen, Ping Zhou
Online Decomposition of Surface Electromyogram Into Individual Motor Unit Activities Using Progressive FastICA Peel-Off. IEEE Trans. Biomed. Eng. 71 (1) (2024)
Yunfei Liu, Haowen Zhao, Yong Sun, Liwei Zhang, Xiang Chen, Xu Zhang
Estimating muscle force based on a neuromuscular decoding approach adaptive to fatigue conditions. Biomed. Signal Process. Control. 98 (2024)
Xinhui Li, Xu Zhang, Xiang Chen, Xun Chen, Aiping Liu
Cross-user gesture recognition from sEMG signals using an optimal transport assisted student-teacher framework. Comput. Biol. Medicine 165 (2023)
Zhihang Deng, Xu Zhang, Xi Chen, Xiang Chen, Xun Chen, Erwei Yin
Silent Speech Recognition Based on Surface Electromyography Using a Few Electrode Sites Under the Guidance From High-Density Electrode Arrays. IEEE Trans. Instrum. Meas. 72 (2023)
Xi Chen, Yuanfei Xia, Yong Sun, Le Wu, Xiang Chen, Xun Chen, Xu Zhang
Silent Speech Recognition Based on High-Density Surface Electromyogram Using Hybrid Neural Networks. IEEE Trans. Hum. Mach. Syst. 53 (2) (2023)
Heng Cui, Aiping Liu, Xu Zhang, Xiang Chen, Jun Liu, Xun Chen
EEG-Based Subject-Independent Emotion Recognition Using Gated Recurrent Unit and Minimum Class Confusion. IEEE Trans. Affect. Comput. 14 (4) (2023)
Xinhui Li, Xu Zhang, Xiang Chen, Xun Chen, Liwei Zhang
A Unified User-Generic Framework for Myoelectric Pattern Recognition: Mix-Up and Adversarial Training for Domain Generalization and Adaptation. IEEE Trans. Biomed. Eng. 70 (8) (2023)
Chengfeng Fang, Xin Ruan, Xu Zhang, Xun Chen, Xiang Chen
Exploration on the Negative Effects of Sensor Shifts in Photoplethysmography-Based Gesture Recognition and a Solution Based on Transfer Learning. IEEE Trans. Instrum. Meas. 72 (2023)
Mengjuan Xu, Xiang Chen, Antong Sun, Xu Zhang, Xun Chen
A Novel Event-Driven Spiking Convolutional Neural Network for Electromyography Pattern Recognition. IEEE Trans. Biomed. Eng. 70 (9) (2023)
Bo Xue, Le Wu, Aiping Liu, Xu Zhang, Xiang Chen, Xun Chen
Detecting the universal adversarial perturbations on high-density sEMG signals. Comput. Biol. Medicine 149 (2022)
Jiaqi Zhao, Xiang Chen, Xu Zhang, Xun Chen
A solution for co-frequency and low SNR problems in heart rate estimation based on photoplethysmography signals. Medical Biol. Eng. Comput. 60 (12) (2022)
Jingbin Guo, Xiang Chen, Jiaqi Zhao, Xu Zhang, Xun Chen
An Effective Photoplethysmography Heart Rate Estimation Framework Integrating Two-Level Denoising Method and Heart Rate Tracking Algorithm Guided by Finite State Machine. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Le Wu, Aiping Liu, Xu Zhang, Xiang Chen, Xun Chen
Electrode Shift Robust CNN for High-Density Myoelectric Pattern Recognition Control. IEEE Trans. Instrum. Meas. 71 (2022)
Aiping Liu, Qingze Liu, Xu Zhang, Xiang Chen, Xun Chen
Muscle Artifact Removal Toward Mobile SSVEP-Based BCI: A Comparative Study. IEEE Trans. Instrum. Meas. 70 (2021)
Bo Xue, Le Wu, Kun Wang, Xu Zhang, Juan Cheng, Xiang Chen, Xun Chen
Multiuser gesture recognition using sEMG signals via canonical correlation analysis and optimal transport. Comput. Biol. Medicine 130 (2021)
Bo Xue, Le Wu, Aiping Liu, Xu Zhang, Xun Chen
White-Box Attacks on the CNN-Based Myoelectric Control System. CICAI (2021)
Xiang Chen, Yu Li, Ruochen Hu, Xu Zhang, Xun Chen
Hand Gesture Recognition based on Surface Electromyography using Convolutional Neural Network with Transfer Learning Method. IEEE J. Biomed. Health Informatics 25 (4) (2021)
Xiang Chen, Qi Wu, Lu Tang, Shuai Cao, Xu Zhang, Xun Chen
Quantitative assessment of lower limbs gross motor function in children with cerebral palsy based on surface EMG and inertial sensors. Medical Biol. Eng. Comput. 58 (1) (2020)
Yi Yu, Xiang Chen, Shuai Cao, Xu Zhang, Xun Chen
Exploration of Chinese Sign Language Recognition Using Wearable Sensors Based on Deep Belief Net. IEEE J. Biomed. Health Informatics 24 (5) (2020)
Shuai Cao, Xiang Chen, Xu Zhang, Xun Chen
Effective Audio Signal Arrival Time Detection Algorithm for Realization of Robust Acoustic Indoor Positioning. IEEE Trans. Instrum. Meas. 69 (10) (2020)
Xu Zhang, Le Wu, Bin Yu, Xiang Chen, Xun Chen
Adaptive Calibration of Electrode Array Shifts Enables Robust Myoelectric Control. IEEE Trans. Biomed. Eng. 67 (7) (2020)
Jing Zhang, Deng Liang, Aiping Liu, Min Gao, Xiang Chen, Xu Zhang, Xun Chen
MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG. CoRR (2020)
Bin Yu, Xu Zhang, Le Wu, Xiang Chen, Xun Chen
A Novel Postprocessing Method for Robust Myoelectric Pattern-Recognition Control Through Movement Pattern Transition Detection. IEEE Trans. Hum. Mach. Syst. 50 (1) (2020)
Shuai Cao, Xiang Chen, Xu Zhang, Xun Chen
Combined Weighted Method for TDOA-Based Localization. IEEE Trans. Instrum. Meas. 69 (5) (2020)
Heng Cui, Aiping Liu, Xu Zhang, Xiang Chen, Kongqiao Wang, Xun Chen
EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network. Knowl. Based Syst. 205 (2020)
Jing Zhang, Aiping Liu, Min Gao, Xiang Chen, Xu Zhang, Xun Chen
ECG-based multi-class arrhythmia detection using spatio-temporal attention-based convolutional recurrent neural network. Artif. Intell. Medicine 106 (2020)
Xiang Chen, Yuheng Chen, Shuai Cao, Lei Zhang, Xu Zhang, Xun Chen
Acoustic Indoor Localization System Integrating TDMA+FDMA Transmission Scheme and Positioning Correction Technique. Sensors 19 (10) (2019)
Cong Zhang, Xiang Chen, Xu Zhang
Heterogeneity Counts More than Power for HD-sEMG-Based Joint Force Estimation. EMBC (2019)
Le Wu, Xu Zhang, Xiang Chen, Xun Chen
Visualized Evidences for Detecting Novelty in Myoelectric Pattern Recognition using 3D Convolutional Neural Networks. EMBC (2019)
Zhiyuan Lu, Kai-Yu Tong, Xu Zhang, Sheng Li, Ping Zhou
Myoelectric Pattern Recognition for Controlling a Robotic Hand: A Feasibility Study in Stroke. IEEE Trans. Biomed. Eng. 66 (2) (2019)
Ruochen Hu, Xiang Chen, Shuai Cao, Xu Zhang, Xun Chen
Investigation on the Contributions of Different Muscles to the Generated Force based on HD-sEMG and DBN. EMBC (2019)
Mingzhi Luo, Xiang Chen, Shuai Cao, Xu Zhang
Two New Shrinking-Circle Methods for Source Localization Based on TDoA Measurements. Sensors 18 (4) (2018)
Xiang Chen, Shaoping Wang, Chengjun Huang, Shuai Cao, Xu Zhang
ICA-based muscle-tendon units localization and activation analysis during dynamic motion tasks. Medical Biol. Eng. Comput. 56 (3) (2018)
Xiang Chen, Yuan Yuan, Shuai Cao, Xu Zhang, Xun Chen
A SEMG-Force Estimation Framework Based on a Fast Orthogonal Search Method Coupled with Factorization Algorithms. Sensors 18 (7) (2018)
Lingfeng Xu, Xiang Chen, Shuai Cao, Xu Zhang, Xun Chen
Feasibility Study of Advanced Neural Networks Applied to sEMG-Based Force Estimation. Sensors 18 (10) (2018)
Maoqi Chen, Xu Zhang, Zhiyuan Lu, Xiaoyan Li, Ping Zhou
Two-Source Validation of Progressive FastICA Peel-Off for Automatic Surface EMG Decomposition in Human First Dorsal Interosseous Muscle. Int. J. Neural Syst. 28 (9) (2018)
Zhiyuan Lu, Xiang Chen, Xu Zhang, Kay-Yu Tong, Ping Zhou
Real-Time Control of an Exoskeleton Hand Robot with Myoelectric Pattern Recognition. Int. J. Neural Syst. 27 (5) (2017)
Xiang Chen, Xiaocong Niu, De Wu, Yi Yu, Xu Zhang
Investigation of the Intra- and Inter-Limb Muscle Coordination of Hands-and-Knees Crawling in Human Adults by Means of Muscle Synergy Analysis. Entropy 19 (5) (2017)
Xidong Yang, Xiang Chen, Xiang Cao, Shengjing Wei, Xu Zhang
Chinese Sign Language Recognition Based on an Optimized Tree-Structure Framework. IEEE J. Biomed. Health Informatics 21 (4) (2017)
Yanran Li, Xu Zhang, Yanan Gong, Ying Cheng, Xiaoping Gao, Xiang Chen
Motor Function Evaluation of Hemiplegic Upper-Extremities Using Data Fusion from Wearable Inertial and Surface EMG Sensors. Sensors 17 (3) (2017)
Xiang Chen, Songmei Liao, Shuai Cao, De Wu, Xu Zhang
An Acceleration-Based Gait Assessment Method for Children with Cerebral Palsy. Sensors 17 (5) (2017)
Wenxiang Cui, Xiang Chen, Shuai Cao, Xu Zhang
Muscle Fatigue Analysis of the Deltoid during Three Head-Related Static Isometric Contraction Tasks. Entropy 19 (5) (2017)
Xu Zhang, Dongqing Wang, Zaiyang Yu, Xiang Chen, Sheng Li, Ping Zhou
EMG-Torque Relation in Chronic Stroke: A Novel EMG Complexity Representation With a Linear Electrode Array. IEEE J. Biomed. Health Informatics 21 (6) (2017)
Shenquan Zhang, Xu Zhang, Shuai Cao, Xiaoping Gao, Xiang Chen, Ping Zhou
Myoelectric Pattern Recognition Based on Muscle Synergies for Simultaneous Control of Dexterous Finger Movements. IEEE Trans. Hum. Mach. Syst. 47 (4) (2017)
Xiaofei Zhu, Xu Zhang, Xiao Tang, Xiaoping Gao, Xiang Chen
Re-Evaluating Electromyogram-Force Relation in Healthy Biceps Brachii Muscles Using Complexity Measures. Entropy 19 (11) (2017)
Shenglan Ma, Xiang Chen, Shuai Cao, Yi Yu, Xu Zhang
Investigation on Inter-Limb Coordination and Motion Stability, Intensity and Complexity of Trunk and Limbs during Hands-Knees Crawling in Human Adults. Sensors 17 (4) (2017)
Shengjing Wei, Xiang Chen, Xidong Yang, Shuai Cao, Xu Zhang
A Component-Based Vocabulary-Extensible Sign Language Gesture Recognition Framework. Sensors 16 (4) (2016)
Tong Hong, Xu Zhang, Hongjun Ma, Yan Chen, Xiang Chen
Fatiguing Effects on the Multi-Scale Entropy of Surface Electromyography in Children with Cerebral Palsy. Entropy 18 (5) (2016)
Zhiyuan Lu, Xiang Chen, Zhongfei Dong, Zhangyan Zhao, Xu Zhang
A Prototype of Reflection Pulse Oximeter Designed for Mobile Healthcare. IEEE J. Biomed. Health Informatics 20 (5) (2016)
Hong-Bo Xie, Ping Zhou, Tianruo Guo, Bellie Sivakumar, Xu Zhang, Socrates Dokos
Multiscale Two-Directional Two-Dimensional Principal Component Analysis and Its Application to High-Dimensional Biomedical Signal Classification. IEEE Trans. Biomed. Eng. 63 (7) (2016)
Ruiliang Su, Xiang Chen, Shuai Cao, Xu Zhang
Random Forest-Based Recognition of Isolated Sign Language Subwords Using Data from Accelerometers and Surface Electromyographic Sensors. Sensors 16 (1) (2016)
Xu Zhang, Xiaoting Ren, Xiaoping Gao, Xiang Chen, Ping Zhou
Complexity Analysis of Surface EMG for Overcoming ECG Interference toward Proportional Myoelectric Control. Entropy 18 (4) (2016)
Zhiyuan Lu, Xiang Chen, Qiang Li, Xu Zhang, Ping Zhou
A Hand Gesture Recognition Framework and Wearable Gesture-Based Interaction Prototype for Mobile Devices. IEEE Trans. Hum. Mach. Syst. 44 (2) (2014)
Lu Tang, Fei Li, Shuai Cao, Xu Zhang, Xiang Chen
Muscle synergy analysis for similar upper limb motion tasks. EMBC (2014)
Dongqing Wang, Xu Zhang, Xiang Chen, Ping Zhou
Application of wavelet packet transform on myoelectric pattern recognition for upper limb rehabilitation after stroke. EMBC (2014)
Qian Wang, Xiang Chen, Ruizhi Chen, Yuwei Chen, Xu Zhang
Electromyography-Based Locomotion Pattern Recognition and Personal Positioning Toward Improved Context-Awareness Applications. IEEE Trans. Syst. Man Cybern. Syst. 43 (5) (2013)
Xu Zhang, Xiang Chen, Paul E. Barkhaus, Ping Zhou
Multiscale Entropy Analysis of Different Spontaneous Motor Unit Discharge Patterns. IEEE J. Biomed. Health Informatics 17 (2) (2013)
Xu Zhang, Ping Zhou
High-Density Myoelectric Pattern Recognition Toward Improved Stroke Rehabilitation. IEEE Trans. Biomed. Eng. 59 (6) (2012)
Qian Wang, Xiang Chen, De Wu, Lingling Qian, Xu Zhang
Acceleration and electromyography (EMG) pattern analysis for children with cerebral palsy. Healthcom (2012)
Yun Li, Xiang Chen, Xu Zhang, Kongqiao Wang, Z. Jane Wang
A Sign-Component-Based Framework for Chinese Sign Language Recognition Using Accelerometer and sEMG Data. IEEE Trans. Biomed. Eng. 59 (10) (2012)
Xu Zhang, Xiang Chen, Yun Li, Vuokko Lantz, Kongqiao Wang, Jihai Yang
A Framework for Hand Gesture Recognition Based on Accelerometer and EMG Sensors. IEEE Trans. Syst. Man Cybern. Part A 41 (6) (2011)
Yun Li, Xiang Chen, Xu Zhang, Kongqiao Wang, Jihai Yang
Interpreting sign components from accelerometer and sEMG data for automatic sign language recognition. EMBC (2011)
Qian Wang, Xu Zhang, Xiang Chen, Ruizhi Chen, Wei Chen, Yuwei Chen
A novel pedestrian dead reckoning algorithm using wearable EMG sensors to measure walking strides. UPINLBS (2010)
Yun Li, Xiang Chen, Jianxun Tian, Xu Zhang, Kongqiao Wang, Jihai Yang
Automatic recognition of sign language subwords based on portable accelerometer and EMG sensors. ICMI-MLMI (2010)
Xu Zhang, Xiang Chen, Wenhui Wang, Jihai Yang, Vuokko Lantz, Kongqiao Wang
Hand gesture recognition and virtual game control based on 3D accelerometer and EMG sensors. IUI (2009)
Xu Zhang, Xiang Chen, Zhangyan Zhao, Qiang Li, Jihai Yang, Vuokko Lantz, Kongqiao Wang
An Adaptive Feature Extractor for Gesture SEMG Recognition. ICMB (2008)
Xu Zhang, Xiang Chen, Zhangyan Zhao, Youqiang Tu, Jihai Yang, Vuokko Lantz, Kongqiao Wang
Research on Gesture Definition and Electrode Placement in Pattern Recognition of Hand Gesture Action SEMG. ICMB (2008)
Zhangyan Zhao, Xiang Chen, Xu Zhang, Jihai Yang, Youqiang Tu, Vuokko Lantz, Kongqiao Wang
Study on Online Gesture sEMG Recognition. ICIC (1) (2007)
Xiang Chen, Xu Zhang, Zhangyan Zhao, Jihai Yang, Vuokko Lantz, Kongqiao Wang
Hand Gesture Recognition Research Based on Surface EMG Sensors and 2D-accelerometers. ISWC (2007)