Xu Zhang - RankMe

90 papers A 1C 1Misc 1Journal 70Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Constrained online recursive source separation framework for Real-Time electrophysiological signal processing. Biomed. Signal Process. Control. Yao Li, Xu Zhang, Haowen Zhao, Yunfei Liu, Xiang Chen, Lai Jiang
2026	J	`jnl`	Extraction of Weak Surface Diaphragmatic Electromyogram Using Modified Progressive FastICA Peel-Off. IEEE Trans. Biomed. Eng. Yao Li, Dongsheng Zhao, Haowen Zhao, Min Shao, Xu Zhang
2026	J	`jnl`	Real-time decoding fine motor intentions from a set of motor unit activities using set transformer. Biomed. Signal Process. Control. Dongfang Li, Yunfei Liu, Xiang Chen, Ping Zhou, Xu Zhang
2025	J	`jnl`	A Novel Framework for Cross-User Open-Set Myoelectric Pattern Recognition. IEEE Trans. Biomed. Eng. Ge Gao, Xu Zhang, Le Wu, Xiang Chen, Zhang Chen
2025	J	`jnl`	A Novel Instruction Gesture Set Determination Scheme for Robust Myoelectric Control Applications. IEEE Trans. Biomed. Eng. Yuwen Ruan, Xiang Chen, Xu Zhang
2025	J	`jnl`	MixDual-Tuning: Improved Fine-Tuning for Cross-Subject Few-Shot Motor Imagery Classification. IEEE Trans. Instrum. Meas. Xun Song, Xinhui Li, Cunhang Fan, Zhen Chen, Hongyu Zhang, Xu Zhang, Fan Li, Zhao Lv
2025	J	`jnl`	Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram. Int. J. Neural Syst. Haowen Zhao, Yunfei Liu, Xinhui Li, Xiang Chen, Xu Zhang
2025	J	`jnl`	Preterm birth prediction from electrohysterogram using multivariate empirical mode decomposition. Medical Biol. Eng. Comput. Jiawen Cui, Xu Zhang, Xinhui Li, Xuanyu Luo, Xiang Chen, Zongzhi Yin
2025	J	`jnl`	Two-Source Validation of Online Surface EMG Decomposition Using Progressive FastICA Peel-Off. IEEE Trans. Biomed. Eng. Haowen Zhao, Maoqi Chen, Yunfei Liu, Xiang Chen, Ping Zhou, Xu Zhang
2024	—	`conf`	A Novel Motor Unit-Driven Neuro-Musculoskeletal Model for Estimating Continuous Wrist Motion. EMBC Yunfei Liu, Haowen Zhao, Yao Li, Ge Gao, Xu Zhang, Yuwen Ruan
2024	J	`jnl`	A robust myoelectric pattern recognition framework based on individual motor unit activities against electrode array shifts. Comput. Methods Programs Biomed. Haowen Zhao, Xu Zhang, Xiang Chen, Ping Zhou
2024	J	`jnl`	Adaptive Online Decomposition of Surface EMG Using Progressive FastICA Peel-Off. IEEE Trans. Biomed. Eng. Haowen Zhao, Xu Zhang, Maoqi Chen, Ping Zhou
2024	—	`conf`	Enhancing the Myoelectric Pattern Recognition Robustness to Electrode Shift by an Autoencoder-Based Feature Calibrator. EMBC Ge Gao, Yao Li, Yunfei Liu, Xu Zhang, Yuwen Ruan
2024	J	`jnl`	Estimating muscle force based on a neuromuscular decoding approach adaptive to fatigue conditions. Biomed. Signal Process. Control. Yunfei Liu, Haowen Zhao, Yong Sun, Liwei Zhang, Xiang Chen, Xu Zhang
2024	J	`jnl`	Online Decomposition of Surface Electromyogram Into Individual Motor Unit Activities Using Progressive FastICA Peel-Off. IEEE Trans. Biomed. Eng. Haowen Zhao, Xu Zhang, Maoqi Chen, Ping Zhou
2023	J	`jnl`	A Novel Event-Driven Spiking Convolutional Neural Network for Electromyography Pattern Recognition. IEEE Trans. Biomed. Eng. Mengjuan Xu, Xiang Chen, Antong Sun, Xu Zhang, Xun Chen
2023	J	`jnl`	A Unified User-Generic Framework for Myoelectric Pattern Recognition: Mix-Up and Adversarial Training for Domain Generalization and Adaptation. IEEE Trans. Biomed. Eng. Xinhui Li, Xu Zhang, Xiang Chen, Xun Chen, Liwei Zhang
2023	J	`jnl`	Cross-user gesture recognition from sEMG signals using an optimal transport assisted student-teacher framework. Comput. Biol. Medicine Xinhui Li, Xu Zhang, Xiang Chen, Xun Chen, Aiping Liu
2023	J	`jnl`	Decoding silent speech from high-density surface electromyographic data using transformer. Biomed. Signal Process. Control. Rui Song, Xu Zhang, Xi Chen, Xiang Chen, Xun Chen, Shuang Yang, Erwei Yin
2023	J	`jnl`	EEG-Based Subject-Independent Emotion Recognition Using Gated Recurrent Unit and Minimum Class Confusion. IEEE Trans. Affect. Comput. Heng Cui, Aiping Liu, Xu Zhang, Xiang Chen, Jun Liu, Xun Chen
2023	J	`jnl`	Exploration on the Negative Effects of Sensor Shifts in Photoplethysmography-Based Gesture Recognition and a Solution Based on Transfer Learning. IEEE Trans. Instrum. Meas. Chengfeng Fang, Xin Ruan, Xu Zhang, Xun Chen, Xiang Chen
2023	J	`jnl`	Silent Speech Recognition Based on High-Density Surface Electromyogram Using Hybrid Neural Networks. IEEE Trans. Hum. Mach. Syst. Xi Chen, Yuanfei Xia, Yong Sun, Le Wu, Xiang Chen, Xun Chen, Xu Zhang
2023	J	`jnl`	Silent Speech Recognition Based on Surface Electromyography Using a Few Electrode Sites Under the Guidance From High-Density Electrode Arrays. IEEE Trans. Instrum. Meas. Zhihang Deng, Xu Zhang, Xi Chen, Xiang Chen, Xun Chen, Erwei Yin
2022	J	`jnl`	A novel silent speech recognition approach based on parallel inception convolutional neural network and Mel frequency spectral coefficient. Frontiers Neurorobotics Jinghan Wu, Yakun Zhang, Liang Xie, Ye Yan, Xu Zhang, Shuang Liu, Xingwei An, Erwei Yin, Dong Ming
2022	J	`jnl`	A solution for co-frequency and low SNR problems in heart rate estimation based on photoplethysmography signals. Medical Biol. Eng. Comput. Jiaqi Zhao, Xiang Chen, Xu Zhang, Xun Chen
2022	J	`jnl`	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 Jingbin Guo, Xiang Chen, Jiaqi Zhao, Xu Zhang, Xun Chen
2022	J	`jnl`	Decoding muscle force from individual motor unit activities using a twitch force model and hybrid neural networks. Biomed. Signal Process. Control. Xinhui Li, Xu Zhang, Xiao Tang, Maoqi Chen, Xiang Chen, Xun Chen, Aiping Liu
2022	J	`jnl`	Detecting the universal adversarial perturbations on high-density sEMG signals. Comput. Biol. Medicine Bo Xue, Le Wu, Aiping Liu, Xu Zhang, Xiang Chen, Xun Chen
2022	J	`jnl`	Electrode Shift Robust CNN for High-Density Myoelectric Pattern Recognition Control. IEEE Trans. Instrum. Meas. Le Wu, Aiping Liu, Xu Zhang, Xiang Chen, Xun Chen
2022	—	`conf`	Encoder-Decoder Architectures for Silent Speech Recognition based on High-density Surface Electromyogram. ICARM Xi Chen, Xu Zhang, Xiang Chen, Xun Chen
2022	J	`jnl`	Rejecting Novel Motions in High-Density Myoelectric Pattern Recognition Using Hybrid Neural Networks. Frontiers Neurorobotics Le Wu, Xun Chen, Xiang Chen, Xu Zhang
2021	J	`jnl`	Hand Gesture Recognition based on Surface Electromyography using Convolutional Neural Network with Transfer Learning Method. IEEE J. Biomed. Health Informatics Xiang Chen, Yu Li, Ruochen Hu, Xu Zhang, Xun Chen
2021	J	`jnl`	Metric learning for novel motion rejection in high-density myoelectric pattern recognition. Knowl. Based Syst. Le Wu, Xu Zhang, Xuan Zhang, Xiang Chen, Xun Chen
2021	J	`jnl`	Multiuser gesture recognition using sEMG signals via canonical correlation analysis and optimal transport. Comput. Biol. Medicine Bo Xue, Le Wu, Kun Wang, Xu Zhang, Juan Cheng, Xiang Chen, Xun Chen
2021	J	`jnl`	Muscle Artifact Removal Toward Mobile SSVEP-Based BCI: A Comparative Study. IEEE Trans. Instrum. Meas. Aiping Liu, Qingze Liu, Xu Zhang, Xiang Chen, Xun Chen
2021	—	`conf`	White-Box Attacks on the CNN-Based Myoelectric Control System. CICAI Bo Xue, Le Wu, Aiping Liu, Xu Zhang, Xun Chen
2020	J	`jnl`	A Novel Postprocessing Method for Robust Myoelectric Pattern-Recognition Control Through Movement Pattern Transition Detection. IEEE Trans. Hum. Mach. Syst. Bin Yu, Xu Zhang, Le Wu, Xiang Chen, Xun Chen
2020	J	`jnl`	Adaptive Calibration of Electrode Array Shifts Enables Robust Myoelectric Control. IEEE Trans. Biomed. Eng. Xu Zhang, Le Wu, Bin Yu, Xiang Chen, Xun Chen
2020	J	`jnl`	Combined Weighted Method for TDOA-Based Localization. IEEE Trans. Instrum. Meas. Shuai Cao, Xiang Chen, Xu Zhang, Xun Chen
2020	J	`jnl`	ECG-based multi-class arrhythmia detection using spatio-temporal attention-based convolutional recurrent neural network. Artif. Intell. Medicine Jing Zhang, Aiping Liu, Min Gao, Xiang Chen, Xu Zhang, Xun Chen
2020	J	`jnl`	EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network. Knowl. Based Syst. Heng Cui, Aiping Liu, Xu Zhang, Xiang Chen, Kongqiao Wang, Xun Chen
2020	J	`jnl`	Effective Audio Signal Arrival Time Detection Algorithm for Realization of Robust Acoustic Indoor Positioning. IEEE Trans. Instrum. Meas. Shuai Cao, Xiang Chen, Xu Zhang, Xun Chen
2020	J	`jnl`	Exploration of Chinese Sign Language Recognition Using Wearable Sensors Based on Deep Belief Net. IEEE J. Biomed. Health Informatics Yi Yu, Xiang Chen, Shuai Cao, Xu Zhang, Xun Chen
2020	—	`conf`	Hybrid Encoder-Decoder Deep Networks for Decoding Neural Drive Information towards Precise Muscle Force Estimation. EMBC Xiao Tang, Maoqi Chen, Xun Chen, Xiang Chen, Xu Zhang
2020	J	`jnl`	MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG. CoRR Jing Zhang, Deng Liang, Aiping Liu, Min Gao, Xiang Chen, Xu Zhang, Xun Chen
2020	J	`jnl`	Quantitative assessment of lower limbs gross motor function in children with cerebral palsy based on surface EMG and inertial sensors. Medical Biol. Eng. Comput. Xiang Chen, Qi Wu, Lu Tang, Shuai Cao, Xu Zhang, Xun Chen
2019	J	`jnl`	Acoustic Indoor Localization System Integrating TDMA+FDMA Transmission Scheme and Positioning Correction Technique. Sensors Xiang Chen, Yuheng Chen, Shuai Cao, Lei Zhang, Xu Zhang, Xun Chen
2019	—	`conf`	Convolutional Neural Network with Data Augmentation for Robust Myoelectric Control. CIVEMSA Tong Luo, Xu Zhang, Le Wu, Xi Chen, Xiang Chen, Xun Chen
2019	—	`conf`	Heterogeneity Counts More than Power for HD-sEMG-Based Joint Force Estimation. EMBC Cong Zhang, Xiang Chen, Xu Zhang
2019	—	`conf`	Investigation on the Contributions of Different Muscles to the Generated Force based on HD-sEMG and DBN. EMBC Ruochen Hu, Xiang Chen, Shuai Cao, Xu Zhang, Xun Chen
2019	J	`jnl`	Myoelectric Pattern Recognition for Controlling a Robotic Hand: A Feasibility Study in Stroke. IEEE Trans. Biomed. Eng. Zhiyuan Lu, Kai-Yu Tong, Xu Zhang, Sheng Li, Ping Zhou
2019	—	`conf`	Visualized Evidences for Detecting Novelty in Myoelectric Pattern Recognition using 3D Convolutional Neural Networks. EMBC Le Wu, Xu Zhang, Xiang Chen, Xun Chen
2018	J	`jnl`	A SEMG-Force Estimation Framework Based on a Fast Orthogonal Search Method Coupled with Factorization Algorithms. Sensors Xiang Chen, Yuan Yuan, Shuai Cao, Xu Zhang, Xun Chen
2018	J	`jnl`	Feasibility Study of Advanced Neural Networks Applied to sEMG-Based Force Estimation. Sensors Lingfeng Xu, Xiang Chen, Shuai Cao, Xu Zhang, Xun Chen
2018	J	`jnl`	ICA-based muscle-tendon units localization and activation analysis during dynamic motion tasks. Medical Biol. Eng. Comput. Xiang Chen, Shaoping Wang, Chengjun Huang, Shuai Cao, Xu Zhang
2018	J	`jnl`	Two New Shrinking-Circle Methods for Source Localization Based on TDoA Measurements. Sensors Mingzhi Luo, Xiang Chen, Shuai Cao, Xu Zhang
2018	J	`jnl`	Two-Source Validation of Progressive FastICA Peel-Off for Automatic Surface EMG Decomposition in Human First Dorsal Interosseous Muscle. Int. J. Neural Syst. Maoqi Chen, Xu Zhang, Zhiyuan Lu, Xiaoyan Li, Ping Zhou
2017	J	`jnl`	An Acceleration-Based Gait Assessment Method for Children with Cerebral Palsy. Sensors Xiang Chen, Songmei Liao, Shuai Cao, De Wu, Xu Zhang
2017	J	`jnl`	Chinese Sign Language Recognition Based on an Optimized Tree-Structure Framework. IEEE J. Biomed. Health Informatics Xidong Yang, Xiang Chen, Xiang Cao, Shengjing Wei, Xu Zhang
2017	J	`jnl`	EMG-Torque Relation in Chronic Stroke: A Novel EMG Complexity Representation With a Linear Electrode Array. IEEE J. Biomed. Health Informatics Xu Zhang, Dongqing Wang, Zaiyang Yu, Xiang Chen, Sheng Li, Ping Zhou
2017	J	`jnl`	Investigation of the Intra- and Inter-Limb Muscle Coordination of Hands-and-Knees Crawling in Human Adults by Means of Muscle Synergy Analysis. Entropy Xiang Chen, Xiaocong Niu, De Wu, Yi Yu, Xu Zhang
2017	J	`jnl`	Investigation on Inter-Limb Coordination and Motion Stability, Intensity and Complexity of Trunk and Limbs during Hands-Knees Crawling in Human Adults. Sensors Shenglan Ma, Xiang Chen, Shuai Cao, Yi Yu, Xu Zhang
2017	J	`jnl`	Motor Function Evaluation of Hemiplegic Upper-Extremities Using Data Fusion from Wearable Inertial and Surface EMG Sensors. Sensors Yanran Li, Xu Zhang, Yanan Gong, Ying Cheng, Xiaoping Gao, Xiang Chen
2017	J	`jnl`	Muscle Fatigue Analysis of the Deltoid during Three Head-Related Static Isometric Contraction Tasks. Entropy Wenxiang Cui, Xiang Chen, Shuai Cao, Xu Zhang
2017	J	`jnl`	Myoelectric Pattern Recognition Based on Muscle Synergies for Simultaneous Control of Dexterous Finger Movements. IEEE Trans. Hum. Mach. Syst. Shenquan Zhang, Xu Zhang, Shuai Cao, Xiaoping Gao, Xiang Chen, Ping Zhou
2017	J	`jnl`	Re-Evaluating Electromyogram-Force Relation in Healthy Biceps Brachii Muscles Using Complexity Measures. Entropy Xiaofei Zhu, Xu Zhang, Xiao Tang, Xiaoping Gao, Xiang Chen
2017	J	`jnl`	Real-Time Control of an Exoskeleton Hand Robot with Myoelectric Pattern Recognition. Int. J. Neural Syst. Zhiyuan Lu, Xiang Chen, Xu Zhang, Kay-Yu Tong, Ping Zhou
2016	J	`jnl`	A Component-Based Vocabulary-Extensible Sign Language Gesture Recognition Framework. Sensors Shengjing Wei, Xiang Chen, Xidong Yang, Shuai Cao, Xu Zhang
2016	J	`jnl`	A Prototype of Reflection Pulse Oximeter Designed for Mobile Healthcare. IEEE J. Biomed. Health Informatics Zhiyuan Lu, Xiang Chen, Zhongfei Dong, Zhangyan Zhao, Xu Zhang
2016	J	`jnl`	Complexity Analysis of Surface EMG for Overcoming ECG Interference toward Proportional Myoelectric Control. Entropy Xu Zhang, Xiaoting Ren, Xiaoping Gao, Xiang Chen, Ping Zhou
2016	J	`jnl`	Fatiguing Effects on the Multi-Scale Entropy of Surface Electromyography in Children with Cerebral Palsy. Entropy Tong Hong, Xu Zhang, Hongjun Ma, Yan Chen, Xiang Chen
2016	J	`jnl`	Multiscale Two-Directional Two-Dimensional Principal Component Analysis and Its Application to High-Dimensional Biomedical Signal Classification. IEEE Trans. Biomed. Eng. Hong-Bo Xie, Ping Zhou, Tianruo Guo, Bellie Sivakumar, Xu Zhang, Socrates Dokos
2016	J	`jnl`	Random Forest-Based Recognition of Isolated Sign Language Subwords Using Data from Accelerometers and Surface Electromyographic Sensors. Sensors Ruiliang Su, Xiang Chen, Shuai Cao, Xu Zhang
2014	J	`jnl`	A Hand Gesture Recognition Framework and Wearable Gesture-Based Interaction Prototype for Mobile Devices. IEEE Trans. Hum. Mach. Syst. Zhiyuan Lu, Xiang Chen, Qiang Li, Xu Zhang, Ping Zhou
2014	—	`conf`	Application of wavelet packet transform on myoelectric pattern recognition for upper limb rehabilitation after stroke. EMBC Dongqing Wang, Xu Zhang, Xiang Chen, Ping Zhou
2014	—	`conf`	Muscle synergy analysis for similar upper limb motion tasks. EMBC Lu Tang, Fei Li, Shuai Cao, Xu Zhang, Xiang Chen
2013	J	`jnl`	Electromyography-Based Locomotion Pattern Recognition and Personal Positioning Toward Improved Context-Awareness Applications. IEEE Trans. Syst. Man Cybern. Syst. Qian Wang, Xiang Chen, Ruizhi Chen, Yuwei Chen, Xu Zhang
2013	J	`jnl`	Multiscale Entropy Analysis of Different Spontaneous Motor Unit Discharge Patterns. IEEE J. Biomed. Health Informatics Xu Zhang, Xiang Chen, Paul E. Barkhaus, Ping Zhou
2012	J	`jnl`	A Sign-Component-Based Framework for Chinese Sign Language Recognition Using Accelerometer and sEMG Data. IEEE Trans. Biomed. Eng. Yun Li, Xiang Chen, Xu Zhang, Kongqiao Wang, Z. Jane Wang
2012	C	`conf`	Acceleration and electromyography (EMG) pattern analysis for children with cerebral palsy. Healthcom Qian Wang, Xiang Chen, De Wu, Lingling Qian, Xu Zhang
2012	J	`jnl`	High-Density Myoelectric Pattern Recognition Toward Improved Stroke Rehabilitation. IEEE Trans. Biomed. Eng. Xu Zhang, Ping Zhou
2011	J	`jnl`	A Framework for Hand Gesture Recognition Based on Accelerometer and EMG Sensors. IEEE Trans. Syst. Man Cybern. Part A Xu Zhang, Xiang Chen, Yun Li, Vuokko Lantz, Kongqiao Wang, Jihai Yang
2011	—	`conf`	Interpreting sign components from accelerometer and sEMG data for automatic sign language recognition. EMBC Yun Li, Xiang Chen, Xu Zhang, Kongqiao Wang, Jihai Yang
2010	—	`conf`	A novel pedestrian dead reckoning algorithm using wearable EMG sensors to measure walking strides. UPINLBS Qian Wang, Xu Zhang, Xiang Chen, Ruizhi Chen, Wei Chen, Yuwei Chen
2010	—	`conf`	Automatic recognition of sign language subwords based on portable accelerometer and EMG sensors. ICMI-MLMI Yun Li, Xiang Chen, Jianxun Tian, Xu Zhang, Kongqiao Wang, Jihai Yang
2009	A	`conf`	Hand gesture recognition and virtual game control based on 3D accelerometer and EMG sensors. IUI Xu Zhang, Xiang Chen, Wenhui Wang, Jihai Yang, Vuokko Lantz, Kongqiao Wang
2008	—	`conf`	An Adaptive Feature Extractor for Gesture SEMG Recognition. ICMB Xu Zhang, Xiang Chen, Zhangyan Zhao, Qiang Li, Jihai Yang, Vuokko Lantz, Kongqiao Wang
2008	—	`conf`	Research on Gesture Definition and Electrode Placement in Pattern Recognition of Hand Gesture Action SEMG. ICMB Xu Zhang, Xiang Chen, Zhangyan Zhao, Youqiang Tu, Jihai Yang, Vuokko Lantz, Kongqiao Wang
2007	Misc	`conf`	Hand Gesture Recognition Research Based on Surface EMG Sensors and 2D-accelerometers. ISWC Xiang Chen, Xu Zhang, Zhangyan Zhao, Jihai Yang, Vuokko Lantz, Kongqiao Wang
2007	—	`conf`	Study on Online Gesture sEMG Recognition. ICIC (1) Zhangyan Zhao, Xiang Chen, Xu Zhang, Jihai Yang, Youqiang Tu, Vuokko Lantz, Kongqiao Wang