Study on Online Gesture sEMG Recognition. - Zhangyan Zhao; Xiang Chen 004; Xu Zhang 002; Jihai Yang; Youqiang Tu; Vuokko Lantz; Kongqiao Wang (ICIC (1), 2007)

Hand Gesture Recognition Research Based on Surface EMG Sensors and 2D-accelerometers. - Xiang Chen 004; Xu Zhang 002; Zhangyan Zhao; Jihai Yang; Vuokko Lantz; Kongqiao Wang (ISWC, 2007)

An Adaptive Feature Extractor for Gesture SEMG Recognition. - Xu Zhang 002; Xiang Chen 004; Zhangyan Zhao; Qiang Li; Jihai Yang; Vuokko Lantz; Kongqiao Wang (ICMB, 2008)

Research on Gesture Definition and Electrode Placement in Pattern Recognition of Hand Gesture Action SEMG. - Xu Zhang 002; Xiang Chen 004; Zhangyan Zhao; Youqiang Tu; Jihai Yang; Vuokko Lantz; Kongqiao Wang (ICMB, 2008)

Hand gesture recognition and virtual game control based on 3D accelerometer and EMG sensors. - Xu Zhang 002; Xiang Chen 004; Wenhui Wang; Jihai Yang; Vuokko Lantz; Kongqiao Wang (IUI, 2009)

Automatic recognition of sign language subwords based on portable accelerometer and EMG sensors. - Yun Li; Xiang Chen 004; Jianxun Tian; Xu Zhang 002; Kongqiao Wang; Jihai Yang (ICMI-MLMI, 2010)

A novel pedestrian dead reckoning algorithm using wearable EMG sensors to measure walking strides. - Qian Wang; Xu Zhang 002; Xiang Chen 004; Ruizhi Chen; Wei Chen; Yuwei Chen (UPINLBS, 2010)

Interpreting sign components from accelerometer and sEMG data for automatic sign language recognition. - Yun Li; Xiang Chen 004; Xu Zhang 002; Kongqiao Wang; Jihai Yang (EMBC, 2011)

A Framework for Hand Gesture Recognition Based on Accelerometer and EMG Sensors. - Xu Zhang 002; Xiang Chen 004; Yun Li; Vuokko Lantz; Kongqiao Wang; Jihai Yang (IEEE Trans. Syst. Man Cybern. Part A, 2011)

Acceleration and electromyography (EMG) pattern analysis for children with cerebral palsy. - Qian Wang; Xiang Chen 004; De Wu; Lingling Qian; Xu Zhang 002 (Healthcom, 2012)

A Sign-Component-Based Framework for Chinese Sign Language Recognition Using Accelerometer and sEMG Data. - Yun Li; Xiang Chen 004; Xu Zhang 002; Kongqiao Wang; Z. Jane Wang 001 (IEEE Trans. Biomed. Eng., 2012)

High-Density Myoelectric Pattern Recognition Toward Improved Stroke Rehabilitation. - Xu Zhang 002; Ping Zhou 002 (IEEE Trans. Biomed. Eng., 2012)

Multiscale Entropy Analysis of Different Spontaneous Motor Unit Discharge Patterns. - Xu Zhang 002; Xiang Chen 004; Paul E. Barkhaus; Ping Zhou 002 (IEEE J. Biomed. Health Informatics, 2013)

Electromyography-Based Locomotion Pattern Recognition and Personal Positioning Toward Improved Context-Awareness Applications. - Qian Wang; Xiang Chen 004; Ruizhi Chen; Yuwei Chen; Xu Zhang 002 (IEEE Trans. Syst. Man Cybern. Syst., 2013)

Muscle synergy analysis for similar upper limb motion tasks. - Lu Tang; Fei Li; Shuai Cao; Xu Zhang 002; Xiang Chen 004 (EMBC, 2014)

Application of wavelet packet transform on myoelectric pattern recognition for upper limb rehabilitation after stroke. - Dongqing Wang; Xu Zhang 002; Xiang Chen 004; Ping Zhou 002 (EMBC, 2014)

A Hand Gesture Recognition Framework and Wearable Gesture-Based Interaction Prototype for Mobile Devices. - Zhiyuan Lu; Xiang Chen 004; Qiang Li; Xu Zhang 002; Ping Zhou 002 (IEEE Trans. Hum. Mach. Syst., 2014)

Fatiguing Effects on the Multi-Scale Entropy of Surface Electromyography in Children with Cerebral Palsy. - Tong Hong; Xu Zhang 002; Hongjun Ma 002; Yan Chen; Xiang Chen 004 (Entropy, 2016)

Complexity Analysis of Surface EMG for Overcoming ECG Interference toward Proportional Myoelectric Control. - Xu Zhang 002; Xiaoting Ren; Xiaoping Gao; Xiang Chen 004; Ping Zhou 002 (Entropy, 2016)

Random Forest-Based Recognition of Isolated Sign Language Subwords Using Data from Accelerometers and Surface Electromyographic Sensors. - Ruiliang Su; Xiang Chen 004; Shuai Cao; Xu Zhang 002 (Sensors, 2016)

A Component-Based Vocabulary-Extensible Sign Language Gesture Recognition Framework. - Shengjing Wei; Xiang Chen 004; Xidong Yang; Shuai Cao; Xu Zhang 002 (Sensors, 2016)

Multiscale Two-Directional Two-Dimensional Principal Component Analysis and Its Application to High-Dimensional Biomedical Signal Classification. - Hong-Bo Xie; Ping Zhou 002; Tianruo Guo; Bellie Sivakumar; Xu Zhang 002; Socrates Dokos (IEEE Trans. Biomed. Eng., 2016)

A Prototype of Reflection Pulse Oximeter Designed for Mobile Healthcare. - Zhiyuan Lu; Xiang Chen 004; Zhongfei Dong; Zhangyan Zhao; Xu Zhang 002 (IEEE J. Biomed. Health Informatics, 2016)

Investigation of the Intra- and Inter-Limb Muscle Coordination of Hands-and-Knees Crawling in Human Adults by Means of Muscle Synergy Analysis. - Xiang Chen 004; Xiaocong Niu; De Wu; Yi Yu; Xu Zhang 002 (Entropy, 2017)

Muscle Fatigue Analysis of the Deltoid during Three Head-Related Static Isometric Contraction Tasks. - Wenxiang Cui; Xiang Chen 004; Shuai Cao; Xu Zhang 002 (Entropy, 2017)

Re-Evaluating Electromyogram-Force Relation in Healthy Biceps Brachii Muscles Using Complexity Measures. - Xiaofei Zhu; Xu Zhang 002; Xiao Tang; Xiaoping Gao; Xiang Chen 004 (Entropy, 2017)

Real-Time Control of an Exoskeleton Hand Robot with Myoelectric Pattern Recognition. - Zhiyuan Lu; Xiang Chen 004; Xu Zhang 002; Kay-Yu Tong; Ping Zhou 002 (Int. J. Neural Syst., 2017)

An Acceleration-Based Gait Assessment Method for Children with Cerebral Palsy. - Xiang Chen 004; Songmei Liao; Shuai Cao; De Wu; Xu Zhang 002 (Sensors, 2017)

Motor Function Evaluation of Hemiplegic Upper-Extremities Using Data Fusion from Wearable Inertial and Surface EMG Sensors. - Yanran Li; Xu Zhang 002; Yanan Gong; Ying Cheng; Xiaoping Gao; Xiang Chen 004 (Sensors, 2017)

Investigation on Inter-Limb Coordination and Motion Stability, Intensity and Complexity of Trunk and Limbs during Hands-Knees Crawling in Human Adults. - Shenglan Ma; Xiang Chen 004; Shuai Cao; Yi Yu; Xu Zhang 002 (Sensors, 2017)

Myoelectric Pattern Recognition Based on Muscle Synergies for Simultaneous Control of Dexterous Finger Movements. - Shenquan Zhang; Xu Zhang 002; Shuai Cao; Xiaoping Gao; Xiang Chen 004; Ping Zhou 002 (IEEE Trans. Hum. Mach. Syst., 2017)

Chinese Sign Language Recognition Based on an Optimized Tree-Structure Framework. - Xidong Yang; Xiang Chen 004; Xiang Cao; Shengjing Wei; Xu Zhang 002 (IEEE J. Biomed. Health Informatics, 2017)

EMG-Torque Relation in Chronic Stroke: A Novel EMG Complexity Representation With a Linear Electrode Array. - Xu Zhang 002; Dongqing Wang; Zaiyang Yu; Xiang Chen 004; Sheng Li 015; Ping Zhou 002 (IEEE J. Biomed. Health Informatics, 2017)

Two-Source Validation of Progressive FastICA Peel-Off for Automatic Surface EMG Decomposition in Human First Dorsal Interosseous Muscle. - Maoqi Chen; Xu Zhang 002; Zhiyuan Lu; Xiaoyan Li; Ping Zhou 002 (Int. J. Neural Syst., 2018)

ICA-based muscle-tendon units localization and activation analysis during dynamic motion tasks. - Xiang Chen 004; Shaoping Wang; Chengjun Huang; Shuai Cao; Xu Zhang 002 (Medical Biol. Eng. Comput., 2018)

A SEMG-Force Estimation Framework Based on a Fast Orthogonal Search Method Coupled with Factorization Algorithms. - Xiang Chen 004; Yuan Yuan; Shuai Cao; Xu Zhang 002; Xun Chen 001 (Sensors, 2018)

Two New Shrinking-Circle Methods for Source Localization Based on TDoA Measurements. - Mingzhi Luo; Xiang Chen 004; Shuai Cao; Xu Zhang 002 (Sensors, 2018)

Feasibility Study of Advanced Neural Networks Applied to sEMG-Based Force Estimation. - Lingfeng Xu; Xiang Chen 004; Shuai Cao; Xu Zhang 002; Xun Chen 001 (Sensors, 2018)

Convolutional Neural Network with Data Augmentation for Robust Myoelectric Control. - Tong Luo; Xu Zhang 002; Le Wu; Xi Chen 092; Xiang Chen 004; Xun Chen 001 (CIVEMSA, 2019)

Investigation on the Contributions of Different Muscles to the Generated Force based on HD-sEMG and DBN. - Ruochen Hu; Xiang Chen 004; Shuai Cao; Xu Zhang 002; Xun Chen 001 (EMBC, 2019)

Visualized Evidences for Detecting Novelty in Myoelectric Pattern Recognition using 3D Convolutional Neural Networks. - Le Wu; Xu Zhang 002; Xiang Chen 004; Xun Chen 001 (EMBC, 2019)

Heterogeneity Counts More than Power for HD-sEMG-Based Joint Force Estimation. - Cong Zhang; Xiang Chen 004; Xu Zhang 002 (EMBC, 2019)

Acoustic Indoor Localization System Integrating TDMA+FDMA Transmission Scheme and Positioning Correction Technique. - Xiang Chen 004; Yuheng Chen; Shuai Cao; Lei Zhang; Xu Zhang 002; Xun Chen 001 (Sensors, 2019)

Myoelectric Pattern Recognition for Controlling a Robotic Hand: A Feasibility Study in Stroke. - Zhiyuan Lu; Kai-Yu Tong; Xu Zhang 002; Sheng Li 015; Ping Zhou 002 (IEEE Trans. Biomed. Eng., 2019)

Hybrid Encoder-Decoder Deep Networks for Decoding Neural Drive Information towards Precise Muscle Force Estimation. - Xiao Tang; Maoqi Chen; Xun Chen 001; Xiang Chen 004; Xu Zhang 002 (EMBC, 2020)

ECG-based multi-class arrhythmia detection using spatio-temporal attention-based convolutional recurrent neural network. - Jing Zhang; Aiping Liu; Min Gao; Xiang Chen 004; Xu Zhang 002; Xun Chen 001 (Artif. Intell. Medicine, 2020)

MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG. - Jing Zhang; Deng Liang; Aiping Liu; Min Gao; Xiang Chen 004; Xu Zhang 002; Xun Chen 001 (CoRR, 2020)

EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network. - Heng Cui 001; Aiping Liu; Xu Zhang 002; Xiang Chen 004; Kongqiao Wang; Xun Chen 001 (Knowl. Based Syst., 2020)

Quantitative assessment of lower limbs gross motor function in children with cerebral palsy based on surface EMG and inertial sensors. - Xiang Chen 004; Qi Wu; Lu Tang; Shuai Cao; Xu Zhang 002; Xun Chen 001 (Medical Biol. Eng. Comput., 2020)

Adaptive Calibration of Electrode Array Shifts Enables Robust Myoelectric Control. - Xu Zhang 002; Le Wu; Bin Yu; Xiang Chen 004; Xun Chen 001 (IEEE Trans. Biomed. Eng., 2020)

A Novel Postprocessing Method for Robust Myoelectric Pattern-Recognition Control Through Movement Pattern Transition Detection. - Bin Yu; Xu Zhang 002; Le Wu; Xiang Chen 004; Xun Chen 001 (IEEE Trans. Hum. Mach. Syst., 2020)

Combined Weighted Method for TDOA-Based Localization. - Shuai Cao; Xiang Chen 004; Xu Zhang 002; Xun Chen 001 (IEEE Trans. Instrum. Meas., 2020)

Effective Audio Signal Arrival Time Detection Algorithm for Realization of Robust Acoustic Indoor Positioning. - Shuai Cao; Xiang Chen 004; Xu Zhang 002; Xun Chen 001 (IEEE Trans. Instrum. Meas., 2020)

Exploration of Chinese Sign Language Recognition Using Wearable Sensors Based on Deep Belief Net. - Yi Yu; Xiang Chen 004; Shuai Cao; Xu Zhang 002; Xun Chen 001 (IEEE J. Biomed. Health Informatics, 2020)

White-Box Attacks on the CNN-Based Myoelectric Control System. - Bo Xue 005; Le Wu; Aiping Liu; Xu Zhang 002; Xun Chen 001 (CICAI, 2021)

Multiuser gesture recognition using sEMG signals via canonical correlation analysis and optimal transport. - Bo Xue 005; Le Wu; Kun Wang; Xu Zhang 002; Juan Cheng; Xiang Chen 004; Xun Chen 001 (Comput. Biol. Medicine, 2021)

Metric learning for novel motion rejection in high-density myoelectric pattern recognition. - Le Wu; Xu Zhang 002; Xuan Zhang; Xiang Chen 004; Xun Chen 001 (Knowl. Based Syst., 2021)

Muscle Artifact Removal Toward Mobile SSVEP-Based BCI: A Comparative Study. - Aiping Liu; Qingze Liu; Xu Zhang 002; Xiang Chen 004; Xun Chen 001 (IEEE Trans. Instrum. Meas., 2021)

Hand Gesture Recognition based on Surface Electromyography using Convolutional Neural Network with Transfer Learning Method. - Xiang Chen 004; Yu Li; Ruochen Hu; Xu Zhang 002; Xun Chen 001 (IEEE J. Biomed. Health Informatics, 2021)

Encoder-Decoder Architectures for Silent Speech Recognition based on High-density Surface Electromyogram. - Xi Chen 092; Xu Zhang 002; Xiang Chen 004; Xun Chen 001 (ICARM, 2022)

Decoding muscle force from individual motor unit activities using a twitch force model and hybrid neural networks. - Xinhui Li; Xu Zhang 002; Xiao Tang; Maoqi Chen; Xiang Chen 004; Xun Chen 001; Aiping Liu (Biomed. Signal Process. Control., 2022)

Detecting the universal adversarial perturbations on high-density sEMG signals. - Bo Xue 005; Le Wu; Aiping Liu; Xu Zhang 002; Xiang Chen 004; Xun Chen 001 (Comput. Biol. Medicine, 2022)

Rejecting Novel Motions in High-Density Myoelectric Pattern Recognition Using Hybrid Neural Networks. - Le Wu; Xun Chen 001; Xiang Chen 004; Xu Zhang 002 (Frontiers Neurorobotics, 2022)

A solution for co-frequency and low SNR problems in heart rate estimation based on photoplethysmography signals. - Jiaqi Zhao; Xiang Chen 004; Xu Zhang 002; Xun Chen 001 (Medical Biol. Eng. Comput., 2022)

Electrode Shift Robust CNN for High-Density Myoelectric Pattern Recognition Control. - Le Wu; Aiping Liu; Xu Zhang 002; Xiang Chen 004; Xun Chen 001 (IEEE Trans. Instrum. Meas., 2022)

An Effective Photoplethysmography Heart Rate Estimation Framework Integrating Two-Level Denoising Method and Heart Rate Tracking Algorithm Guided by Finite State Machine. - Jingbin Guo; Xiang Chen 004; Jiaqi Zhao; Xu Zhang 002; Xun Chen 001 (IEEE J. Biomed. Health Informatics, 2022)

A novel silent speech recognition approach based on parallel inception convolutional neural network and Mel frequency spectral coefficient. - Jinghan Wu; Yakun Zhang 002; Liang Xie 012; Ye Yan 001; Xu Zhang 002; Shuang Liu 004; Xingwei An; Erwei Yin; Dong Ming (Frontiers Neurorobotics, 2022)

Decoding silent speech from high-density surface electromyographic data using transformer. - Rui Song; Xu Zhang 002; Xi Chen 092; Xiang Chen 004; Xun Chen 001; Shuang Yang; Erwei Yin (Biomed. Signal Process. Control., 2023)

EEG-Based Subject-Independent Emotion Recognition Using Gated Recurrent Unit and Minimum Class Confusion. - Heng Cui 001; Aiping Liu; Xu Zhang 002; Xiang Chen 004; Jun Liu 004; Xun Chen 001 (IEEE Trans. Affect. Comput., 2023)

Silent Speech Recognition Based on Surface Electromyography Using a Few Electrode Sites Under the Guidance From High-Density Electrode Arrays. - Zhihang Deng; Xu Zhang 002; Xi Chen 092; Xiang Chen 004; Xun Chen 001; Erwei Yin (IEEE Trans. Instrum. Meas., 2023)

Exploration on the Negative Effects of Sensor Shifts in Photoplethysmography-Based Gesture Recognition and a Solution Based on Transfer Learning. - Chengfeng Fang; Xin Ruan; Xu Zhang 002; Xun Chen 001; Xiang Chen 004 (IEEE Trans. Instrum. Meas., 2023)

Silent Speech Recognition Based on High-Density Surface Electromyogram Using Hybrid Neural Networks. - Xi Chen 092; Yuanfei Xia; Yong Sun; Le Wu; Xiang Chen 004; Xun Chen 001; Xu Zhang 002 (IEEE Trans. Hum. Mach. Syst., 2023)

A Unified User-Generic Framework for Myoelectric Pattern Recognition: Mix-Up and Adversarial Training for Domain Generalization and Adaptation. - Xinhui Li; Xu Zhang 002; Xiang Chen 004; Xun Chen 001; Liwei Zhang (IEEE Trans. Biomed. Eng., 2023)

A Novel Event-Driven Spiking Convolutional Neural Network for Electromyography Pattern Recognition. - Mengjuan Xu; Xiang Chen 004; Antong Sun; Xu Zhang 002; Xun Chen 001 (IEEE Trans. Biomed. Eng., 2023)

Cross-user gesture recognition from sEMG signals using an optimal transport assisted student-teacher framework. - Xinhui Li; Xu Zhang 002; Xiang Chen 004; Xun Chen 001; Aiping Liu (Comput. Biol. Medicine, 2023)

Enhancing the Myoelectric Pattern Recognition Robustness to Electrode Shift by an Autoencoder-Based Feature Calibrator. - Ge Gao; Yao Li; Yunfei Liu; Xu Zhang 002; Yuwen Ruan (EMBC, 2024)

A Novel Motor Unit-Driven Neuro-Musculoskeletal Model for Estimating Continuous Wrist Motion. - Yunfei Liu; Haowen Zhao; Yao Li; Ge Gao; Xu Zhang 002; Yuwen Ruan (EMBC, 2024)

Estimating muscle force based on a neuromuscular decoding approach adaptive to fatigue conditions. - Yunfei Liu; Haowen Zhao; Yong Sun; Liwei Zhang; Xiang Chen 004; Xu Zhang 002 (Biomed. Signal Process. Control., 2024)

A robust myoelectric pattern recognition framework based on individual motor unit activities against electrode array shifts. - Haowen Zhao; Xu Zhang 002; Xiang Chen 004; Ping Zhou 002 (Comput. Methods Programs Biomed., 2024)

Online Decomposition of Surface Electromyogram Into Individual Motor Unit Activities Using Progressive FastICA Peel-Off. - Haowen Zhao; Xu Zhang 002; Maoqi Chen; Ping Zhou 002 (IEEE Trans. Biomed. Eng., 2024)

Adaptive Online Decomposition of Surface EMG Using Progressive FastICA Peel-Off. - Haowen Zhao; Xu Zhang 002; Maoqi Chen; Ping Zhou 002 (IEEE Trans. Biomed. Eng., 2024)

MixDual-Tuning: Improved Fine-Tuning for Cross-Subject Few-Shot Motor Imagery Classification. - Xun Song; Xinhui Li; Cunhang Fan; Zhen Chen; Hongyu Zhang; Xu Zhang 002; Fan Li; Zhao Lv (IEEE Trans. Instrum. Meas., 2025)

A Novel Instruction Gesture Set Determination Scheme for Robust Myoelectric Control Applications. - Yuwen Ruan; Xiang Chen 004; Xu Zhang 002 (IEEE Trans. Biomed. Eng., 2025)

Online and Cross-User Finger Movement Pattern Recognition by Decoding Neural Drive Information from Surface Electromyogram. - Haowen Zhao; Yunfei Liu; Xinhui Li; Xiang Chen 004; Xu Zhang 002 (Int. J. Neural Syst., 2025)

Preterm birth prediction from electrohysterogram using multivariate empirical mode decomposition. - Jiawen Cui; Xu Zhang 002; Xinhui Li; Xuanyu Luo; Xiang Chen 004; Zongzhi Yin (Medical Biol. Eng. Comput., 2025)

Two-Source Validation of Online Surface EMG Decomposition Using Progressive FastICA Peel-Off. - Haowen Zhao; Maoqi Chen; Yunfei Liu; Xiang Chen 004; Ping Zhou 002; Xu Zhang 002 (IEEE Trans. Biomed. Eng., 2025)